{"nbformat":4,"nbformat_minor":5,"metadata":{"colab":{"name":"BMOGWO_v1.ipynb","provenance":[{"file_id":"19v0DdDH9ofgZFHWW92IDCLLvRO1h6YsI","timestamp":1629899964734}],"collapsed_sections":[],"toc_visible":true},"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.8.5"}},"cells":[{"cell_type":"code","metadata":{"id":"4cb54a3f"},"source":["#!pip install numpy\n","#!pip install matplotlib"],"id":"4cb54a3f","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"b1426cdd"},"source":["import numpy as np\n","import pandas as pd   # data processing\n","from matplotlib import pyplot as plt\n","import time"],"id":"b1426cdd","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"b7ARHrSJ-olC"},"source":["import sys\n","from google.colab import drive"],"id":"b7ARHrSJ-olC","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"9iAkQCL_-siX","executionInfo":{"elapsed":42003,"status":"ok","timestamp":1634482463736,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"outputId":"6c130011-b9bf-4466-d999-d5950107a2fd"},"source":["drive.mount(\"/content/gdrive\")\n","\n","sys.path.insert(0,'/content/gdrive/My Drive/GWO/Model')\n","sys.path.insert(0,'/content/gdrive/My Drive/GWO/Model/Binary_MOGWO')\n","sys.path"],"id":"9iAkQCL_-siX","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["Mounted at /content/gdrive\n"]},{"data":{"text/plain":["['/content/gdrive/My Drive/GWO/Model/Binary_MOGWO',\n"," '/content/gdrive/My Drive/GWO/Model',\n"," '',\n"," '/content',\n"," '/env/python',\n"," '/usr/lib/python37.zip',\n"," '/usr/lib/python3.7',\n"," '/usr/lib/python3.7/lib-dynload',\n"," '/usr/local/lib/python3.7/dist-packages',\n"," '/usr/lib/python3/dist-packages',\n"," '/usr/local/lib/python3.7/dist-packages/IPython/extensions',\n"," '/root/.ipython']"]},"execution_count":3,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"code","metadata":{"id":"rpognFGpx_AB"},"source":["from BMOGWO_v1 import *\n","from ANN_Classifier_v2 import *"],"id":"rpognFGpx_AB","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"BdnN2JbEjy8G","executionInfo":{"elapsed":654,"status":"ok","timestamp":1634482468353,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"outputId":"855adf04-425f-4058-942b-6a7945218908"},"source":["import os\n","dataset_dir_path = '/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/'\n","dataset_dirs = os.listdir(dataset_dir_path)\n","dataset_dirs"],"id":"BdnN2JbEjy8G","execution_count":null,"outputs":[{"data":{"text/plain":["['BreastCancer',\n"," 'BreastEW',\n"," 'CongressEW',\n"," 'Exactly',\n"," 'Exactly2',\n"," 'HeartEW',\n"," 'Ionosphere',\n"," 'KrVsKpEW',\n"," 'Lymphography',\n"," 'M-of-n',\n"," 'PenglungEW',\n"," 'Sonar',\n"," 'SpectEW',\n"," 'Tic-tac-toe',\n"," 'Vote',\n"," 'WaveformEW',\n"," 'Wine',\n"," 'Zoo']"]},"execution_count":5,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"e5WDT-Pmmdcg","executionInfo":{"elapsed":11,"status":"ok","timestamp":1634482479217,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"outputId":"e584a796-4297-42d1-87e7-0367ffffbbf4"},"source":["datasets = []\n","\n","for dir in dataset_dirs:\n","  datasets.append({ \n","      'path': dir +'/' + os.listdir(dataset_dir_path + dir)[0],\n","      'name': dir\n","      })\n","\n","datasets"],"id":"e5WDT-Pmmdcg","execution_count":null,"outputs":[{"data":{"text/plain":["[{'name': 'BreastCancer', 'path': 'BreastCancer/BreastCancer-final.csv'},\n"," {'name': 'BreastEW', 'path': 'BreastEW/BreastEW-final.csv'},\n"," {'name': 'CongressEW', 'path': 'CongressEW/CongressEW-final.csv'},\n"," {'name': 'Exactly', 'path': 'Exactly/Exactly-final.csv'},\n"," {'name': 'Exactly2', 'path': 'Exactly2/Exactly2-final.csv'},\n"," {'name': 'HeartEW', 'path': 'HeartEW/HeartEW-final.csv'},\n"," {'name': 'Ionosphere', 'path': 'Ionosphere/Ionosphere-final.csv'},\n"," {'name': 'KrVsKpEW', 'path': 'KrVsKpEW/KrVsKpEW-final.csv'},\n"," {'name': 'Lymphography', 'path': 'Lymphography/Lymphography-final.csv'},\n"," {'name': 'M-of-n', 'path': 'M-of-n/M-of-n-final.csv'},\n"," {'name': 'PenglungEW', 'path': 'PenglungEW/PenglungEW-final.csv'},\n"," {'name': 'Sonar', 'path': 'Sonar/Sonar-final.csv'},\n"," {'name': 'SpectEW', 'path': 'SpectEW/SpectEW-final.csv'},\n"," {'name': 'Tic-tac-toe', 'path': 'Tic-tac-toe/Tic-tac-toe-final.csv'},\n"," {'name': 'Vote', 'path': 'Vote/Vote-final.csv'},\n"," {'name': 'WaveformEW', 'path': 'WaveformEW/WaveformEW-final.csv'},\n"," {'name': 'Wine', 'path': 'Wine/Wine-final.csv'},\n"," {'name': 'Zoo', 'path': 'Zoo/Zoo-final.csv'}]"]},"execution_count":8,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"6OORC-i5rH1a","executionInfo":{"elapsed":9,"status":"ok","timestamp":1634482479633,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"outputId":"aa8a3b9b-8037-4fa2-c5b0-4a208f68b9d4"},"source":["datasets = datasets[7:]\n","datasets"],"id":"6OORC-i5rH1a","execution_count":null,"outputs":[{"data":{"text/plain":["[{'name': 'KrVsKpEW', 'path': 'KrVsKpEW/KrVsKpEW-final.csv'},\n"," {'name': 'Lymphography', 'path': 'Lymphography/Lymphography-final.csv'},\n"," {'name': 'M-of-n', 'path': 'M-of-n/M-of-n-final.csv'},\n"," {'name': 'PenglungEW', 'path': 'PenglungEW/PenglungEW-final.csv'},\n"," {'name': 'Sonar', 'path': 'Sonar/Sonar-final.csv'},\n"," {'name': 'SpectEW', 'path': 'SpectEW/SpectEW-final.csv'},\n"," {'name': 'Tic-tac-toe', 'path': 'Tic-tac-toe/Tic-tac-toe-final.csv'},\n"," {'name': 'Vote', 'path': 'Vote/Vote-final.csv'},\n"," {'name': 'WaveformEW', 'path': 'WaveformEW/WaveformEW-final.csv'},\n"," {'name': 'Wine', 'path': 'Wine/Wine-final.csv'},\n"," {'name': 'Zoo', 'path': 'Zoo/Zoo-final.csv'}]"]},"execution_count":9,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"markdown","metadata":{"id":"7YjfySG8rrEq"},"source":["#### Writing Results"],"id":"7YjfySG8rrEq"},{"cell_type":"code","metadata":{"id":"6glPe5HrnFjS"},"source":["import pickle"],"id":"6glPe5HrnFjS","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"3cMCwTMWtHHC"},"source":["def writeResults(obj):\n","  file_path = f'/content/gdrive/My Drive/GWO/Results/{obj[\"dataset\"]}_{obj[\"iterations\"]}.txt'\n","  resultFile = open(file_path, 'wb')\n","  pickle.dump(obj, resultFile)\n","  resultFile.close()"],"id":"3cMCwTMWtHHC","execution_count":null,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"CFW9aXsAs6BU"},"source":["###### Iterations"],"id":"CFW9aXsAs6BU"},{"cell_type":"code","metadata":{"id":"enerZLuysP2y"},"source":["iterations = 100"],"id":"enerZLuysP2y","execution_count":null,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"YhP1rRcdnjyq"},"source":["#### Test all datasets"],"id":"YhP1rRcdnjyq"},{"cell_type":"code","metadata":{"colab":{"background_save":true,"base_uri":"https://localhost:8080/"},"id":"K0BX03IynjAm","outputId":"9e8c78e3-a957-4d15-e3e9-b3d0aea0684d"},"source":["for dataset in datasets:\n","\n","  print(\"\\n\\nDataset : \", dataset['name'])\n","  dataframe = pd.read_csv( dataset_dir_path + dataset['path'] )\n","  bgwo = BMOGWO(dataset = dataframe , greyWolvesNum=8, archiveSize=50, maxIt= iterations)\n","\n","  start_time = time.time()\n","  bgwo.optimize()\n","  end_time = time.time()\n","\n","  result = {\n","      'dataset': dataset['name'],\n","      'dim': bgwo.dim,\n","      'iterations': bgwo.maxIt,\n","      'archive': [sol.position for sol in bgwo.archive],\n","      'archiveCosts': [sol.cost for sol in bgwo.archive],\n","      'explored': bgwo.explored,\n","      'runtime': end_time - start_time\n","  }\n","\n","  writeResults(result)"],"id":"K0BX03IynjAm","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n","Iteration: 92\n","alpha: [16.         15.30959606]\n","beta: [15.         17.76299095]\n","delta: [18.         16.09743309]\n","47/47 [==============================] - 0s 2ms/step - loss: 19.9677 - mape: 19.9677\n","47/47 [==============================] - 0s 2ms/step - loss: 18.0904 - mape: 18.0904\n","47/47 [==============================] - 0s 2ms/step - loss: 34.0721 - mape: 34.0721\n","47/47 [==============================] - 0s 2ms/step - loss: 21.4523 - mape: 21.4523\n","47/47 [==============================] - 0s 2ms/step - loss: 19.4834 - mape: 19.4834\n","47/47 [==============================] - 0s 2ms/step - loss: 21.1669 - mape: 21.1669\n","47/47 [==============================] - 0s 2ms/step - loss: 19.2735 - mape: 19.2735\n","47/47 [==============================] - 0s 2ms/step - loss: 23.0429 - mape: 23.0429\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b90d490>\n"," <GreyWolf.GreyWolf object at 0x7f6154709fd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154838cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9490>\n"," <GreyWolf.GreyWolf object at 0x7f615a2af510>\n"," <GreyWolf.GreyWolf object at 0x7f6154a36050>\n"," <GreyWolf.GreyWolf object at 0x7f6151de3610>\n"," <GreyWolf.GreyWolf object at 0x7f615b779d90>]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 93\n","alpha: [15.         17.76299095]\n","beta: [14.         19.72575569]\n","delta: [17.         15.44971371]\n","47/47 [==============================] - 0s 2ms/step - loss: 19.5677 - mape: 19.5677\n","47/47 [==============================] - 0s 2ms/step - loss: 17.4724 - mape: 17.4724\n","47/47 [==============================] - 0s 2ms/step - loss: 26.7476 - mape: 26.7476\n","47/47 [==============================] - 0s 2ms/step - loss: 19.2992 - mape: 19.2992\n","47/47 [==============================] - 0s 2ms/step - loss: 16.7793 - mape: 16.7793\n","47/47 [==============================] - 0s 2ms/step - loss: 17.8875 - mape: 17.8875\n","47/47 [==============================] - 0s 2ms/step - loss: 18.7784 - mape: 18.7784\n","47/47 [==============================] - 0s 2ms/step - loss: 18.9457 - mape: 18.9457\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b90d490>\n"," <GreyWolf.GreyWolf object at 0x7f6154709fd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154838cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9490>\n"," <GreyWolf.GreyWolf object at 0x7f615a2af510>\n"," <GreyWolf.GreyWolf object at 0x7f6151de3610>\n"," <GreyWolf.GreyWolf object at 0x7f615b779d90>\n"," <GreyWolf.GreyWolf object at 0x7f6154a36050>]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 94\n","alpha: [14.         19.72575569]\n","beta: [16.         15.30959606]\n","delta: [15.         17.76299095]\n","47/47 [==============================] - 0s 2ms/step - loss: 17.8937 - mape: 17.8937\n","47/47 [==============================] - 0s 2ms/step - loss: 21.2756 - mape: 21.2756\n","47/47 [==============================] - 0s 2ms/step - loss: 20.8407 - mape: 20.8407\n","47/47 [==============================] - 0s 2ms/step - loss: 19.0443 - mape: 19.0443\n","47/47 [==============================] - 0s 2ms/step - loss: 20.1829 - mape: 20.1829\n","47/47 [==============================] - 0s 2ms/step - loss: 17.4920 - mape: 17.4920\n","47/47 [==============================] - 0s 2ms/step - loss: 16.5785 - mape: 16.5785\n","47/47 [==============================] - 0s 2ms/step - loss: 17.8170 - mape: 17.8170\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b90d490>\n"," <GreyWolf.GreyWolf object at 0x7f6154709fd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154838cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9490>\n"," <GreyWolf.GreyWolf object at 0x7f615a2af510>\n"," <GreyWolf.GreyWolf object at 0x7f6154a36050>\n"," <GreyWolf.GreyWolf object at 0x7f6151de3610>\n"," <GreyWolf.GreyWolf object at 0x7f61549967d0>]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 95\n","alpha: [16.         16.05642891]\n","beta: [17.         15.99876595]\n","delta: [14.         19.72575569]\n","47/47 [==============================] - 0s 2ms/step - loss: 18.9957 - mape: 18.9957\n","47/47 [==============================] - 0s 2ms/step - loss: 20.3168 - mape: 20.3168\n","47/47 [==============================] - 0s 2ms/step - loss: 20.0139 - mape: 20.0139\n","47/47 [==============================] - 0s 2ms/step - loss: 21.2515 - mape: 21.2515\n","47/47 [==============================] - 0s 3ms/step - loss: 19.5298 - mape: 19.5298\n","47/47 [==============================] - 0s 2ms/step - loss: 19.0640 - mape: 19.0640\n","47/47 [==============================] - 0s 2ms/step - loss: 17.7339 - mape: 17.7339\n","47/47 [==============================] - 0s 2ms/step - loss: 17.7669 - mape: 17.7669\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154838cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9490>\n"," <GreyWolf.GreyWolf object at 0x7f615a2af510>\n"," <GreyWolf.GreyWolf object at 0x7f6154a36050>\n"," <GreyWolf.GreyWolf object at 0x7f6151de3610>\n"," <GreyWolf.GreyWolf object at 0x7f61549967d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154709fd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b90d490>]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 96\n","alpha: [16.         16.05642891]\n","beta: [15.         17.49200439]\n","delta: [14.         19.72575569]\n","47/47 [==============================] - 0s 2ms/step - loss: 21.4208 - mape: 21.4208\n","47/47 [==============================] - 0s 2ms/step - loss: 19.1945 - mape: 19.1945\n","47/47 [==============================] - 0s 2ms/step - loss: 19.9160 - mape: 19.9160\n","47/47 [==============================] - 1s 2ms/step - loss: 18.7328 - mape: 18.7328\n","47/47 [==============================] - 0s 2ms/step - loss: 20.2540 - mape: 20.2540\n","47/47 [==============================] - 0s 2ms/step - loss: 21.5578 - mape: 21.5578\n","47/47 [==============================] - 0s 2ms/step - loss: 20.7782 - mape: 20.7782\n","47/47 [==============================] - 0s 2ms/step - loss: 21.1487 - mape: 21.1487\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154838cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9490>\n"," <GreyWolf.GreyWolf object at 0x7f615a2af510>\n"," <GreyWolf.GreyWolf object at 0x7f6154a36050>\n"," <GreyWolf.GreyWolf object at 0x7f6151de3610>\n"," <GreyWolf.GreyWolf object at 0x7f615b90d490>\n"," <GreyWolf.GreyWolf object at 0x7f6154709fd0>\n"," <GreyWolf.GreyWolf object at 0x7f61549967d0>\n"," <GreyWolf.GreyWolf object at 0x7f61546c4e90>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 97\n","alpha: [17.         15.44971371]\n","beta: [18.         16.09743309]\n","delta: [13.        20.7782402]\n","47/47 [==============================] - 0s 2ms/step - loss: 20.4504 - mape: 20.4504\n","47/47 [==============================] - 0s 2ms/step - loss: 18.7306 - mape: 18.7306\n","47/47 [==============================] - 0s 2ms/step - loss: 19.0462 - mape: 19.0462\n","47/47 [==============================] - 0s 2ms/step - loss: 20.7403 - mape: 20.7403\n","47/47 [==============================] - 0s 2ms/step - loss: 17.8704 - mape: 17.8704\n","47/47 [==============================] - 0s 2ms/step - loss: 20.0717 - mape: 20.0717\n","47/47 [==============================] - 0s 2ms/step - loss: 18.7445 - mape: 18.7445\n","47/47 [==============================] - 0s 2ms/step - loss: 17.6795 - mape: 17.6795\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154838cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154a36050>\n"," <GreyWolf.GreyWolf object at 0x7f6151de3610>\n"," <GreyWolf.GreyWolf object at 0x7f615b90d490>\n"," <GreyWolf.GreyWolf object at 0x7f6154709fd0>\n"," <GreyWolf.GreyWolf object at 0x7f61549967d0>\n"," <GreyWolf.GreyWolf object at 0x7f61546c4e90>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9490>\n"," <GreyWolf.GreyWolf object at 0x7f615a2af510>]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","\n","Iteration: 98\n","alpha: [16.         15.30959606]\n","beta: [17.         15.44971371]\n","delta: [17.         15.99876595]\n","47/47 [==============================] - 0s 2ms/step - loss: 17.0571 - mape: 17.0571\n","47/47 [==============================] - 0s 2ms/step - loss: 18.3878 - mape: 18.3878\n","47/47 [==============================] - 0s 2ms/step - loss: 17.3510 - mape: 17.3510\n","47/47 [==============================] - 0s 2ms/step - loss: 18.5667 - mape: 18.5667\n","47/47 [==============================] - 0s 2ms/step - loss: 18.4315 - mape: 18.4315\n","47/47 [==============================] - 0s 2ms/step - loss: 17.5382 - mape: 17.5382\n","47/47 [==============================] - 0s 2ms/step - loss: 18.8901 - mape: 18.8901\n","47/47 [==============================] - 0s 2ms/step - loss: 17.3912 - mape: 17.3912\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154838cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154a36050>\n"," <GreyWolf.GreyWolf object at 0x7f615b90d490>\n"," <GreyWolf.GreyWolf object at 0x7f6154709fd0>\n"," <GreyWolf.GreyWolf object at 0x7f61549967d0>\n"," <GreyWolf.GreyWolf object at 0x7f61546c4e90>\n"," <GreyWolf.GreyWolf object at 0x7f615a2af510>\n"," <GreyWolf.GreyWolf object at 0x7f6151de3610>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9490>]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","\n","Iteration: 99\n","alpha: [16.         15.30959606]\n","beta: [16.         16.05642891]\n","delta: [17.        18.8901062]\n","47/47 [==============================] - 0s 2ms/step - loss: 16.6581 - mape: 16.6581\n","47/47 [==============================] - 0s 2ms/step - loss: 16.1638 - mape: 16.1638\n","47/47 [==============================] - 0s 2ms/step - loss: 19.4011 - mape: 19.4011\n","47/47 [==============================] - 0s 2ms/step - loss: 17.7352 - mape: 17.7352\n","47/47 [==============================] - 0s 2ms/step - loss: 19.8025 - mape: 19.8025\n","47/47 [==============================] - 0s 2ms/step - loss: 17.5402 - mape: 17.5402\n","47/47 [==============================] - 0s 2ms/step - loss: 20.1537 - mape: 20.1537\n","47/47 [==============================] - 0s 2ms/step - loss: 18.5591 - mape: 18.5591\n","\n","\n","Dataset :  Wine\n","2/2 [==============================] - 0s 9ms/step - loss: 13.8165 - mape: 13.8165\n","2/2 [==============================] - 0s 4ms/step - loss: 9.3076 - mape: 9.3076\n","2/2 [==============================] - 0s 7ms/step - loss: 7.7631 - mape: 7.7631\n","2/2 [==============================] - 0s 4ms/step - loss: 15.5209 - mape: 15.5209\n","2/2 [==============================] - 0s 8ms/step - loss: 14.5671 - mape: 14.5671\n","2/2 [==============================] - 0s 10ms/step - loss: 10.3514 - mape: 10.3514\n","2/2 [==============================] - 0s 12ms/step - loss: 12.6598 - mape: 12.6598\n","2/2 [==============================] - 0s 15ms/step - loss: 11.5582 - mape: 11.5582\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151d11a10>\n"," <GreyWolf.GreyWolf object at 0x7f615b4daf10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [6.         9.30759144]\n","beta: [8.         7.76312971]\n","delta: [8.         7.76312971]\n","2/2 [==============================] - 0s 12ms/step - loss: 7.9319 - mape: 7.9319\n","2/2 [==============================] - 0s 6ms/step - loss: 10.1148 - mape: 10.1148\n","2/2 [==============================] - 0s 6ms/step - loss: 8.2708 - mape: 8.2708\n","2/2 [==============================] - 0s 5ms/step - loss: 8.6723 - mape: 8.6723\n","2/2 [==============================] - 0s 4ms/step - loss: 8.4764 - mape: 8.4764\n","2/2 [==============================] - 0s 4ms/step - loss: 11.5887 - mape: 11.5887\n","2/2 [==============================] - 0s 8ms/step - loss: 7.3196 - mape: 7.3196\n","2/2 [==============================] - 0s 4ms/step - loss: 7.2941 - mape: 7.2941\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4daf10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f6151d11a10>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4daf10>\n"," <GreyWolf.GreyWolf object at 0x7f6151d11a10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f615b57a910>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 3\n","alpha: [8.         9.31713009]\n","beta: [ 4.         10.35142708]\n","delta: [8.         7.76312971]\n","2/2 [==============================] - 0s 6ms/step - loss: 11.7230 - mape: 11.7230\n","2/2 [==============================] - 0s 14ms/step - loss: 7.7214 - mape: 7.7214\n","2/2 [==============================] - 0s 13ms/step - loss: 15.9556 - mape: 15.9556\n","2/2 [==============================] - 0s 5ms/step - loss: 9.6674 - mape: 9.6674\n","2/2 [==============================] - 0s 12ms/step - loss: 8.6440 - mape: 8.6440\n","2/2 [==============================] - 0s 4ms/step - loss: 8.5822 - mape: 8.5822\n","2/2 [==============================] - 0s 15ms/step - loss: 11.3219 - mape: 11.3219\n","2/2 [==============================] - 0s 3ms/step - loss: 8.2005 - mape: 8.2005\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151d11a10>\n"," <GreyWolf.GreyWolf object at 0x7f615b57a910>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f6154820650>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 4\n","alpha: [6.         9.30759144]\n","beta: [ 4.         10.35142708]\n","delta: [8.         8.20054817]\n","2/2 [==============================] - 0s 11ms/step - loss: 9.2507 - mape: 9.2507\n","2/2 [==============================] - 0s 4ms/step - loss: 9.2534 - mape: 9.2534\n","2/2 [==============================] - 0s 15ms/step - loss: 9.5159 - mape: 9.5159\n","2/2 [==============================] - 0s 13ms/step - loss: 10.7545 - mape: 10.7545\n","2/2 [==============================] - 0s 8ms/step - loss: 12.5261 - mape: 12.5261\n","2/2 [==============================] - 0s 5ms/step - loss: 9.3788 - mape: 9.3788\n","2/2 [==============================] - 0s 4ms/step - loss: 7.6055 - mape: 7.6055\n","2/2 [==============================] - 0s 14ms/step - loss: 9.0581 - mape: 9.0581\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b57a910>\n"," <GreyWolf.GreyWolf object at 0x7f6154820650>\n"," <GreyWolf.GreyWolf object at 0x7f6151d11a10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f61549d8690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 5\n","alpha: [6.         9.30759144]\n","beta: [8.         9.05814266]\n","delta: [9.         7.60550356]\n","2/2 [==============================] - 0s 15ms/step - loss: 8.8154 - mape: 8.8154\n","2/2 [==============================] - 0s 4ms/step - loss: 11.7051 - mape: 11.7051\n","2/2 [==============================] - 0s 7ms/step - loss: 8.5643 - mape: 8.5643\n","2/2 [==============================] - 0s 5ms/step - loss: 10.0535 - mape: 10.0535\n","2/2 [==============================] - 0s 7ms/step - loss: 7.3962 - mape: 7.3962\n","2/2 [==============================] - 0s 3ms/step - loss: 8.0324 - mape: 8.0324\n","2/2 [==============================] - 0s 6ms/step - loss: 9.3318 - mape: 9.3318\n","2/2 [==============================] - 0s 18ms/step - loss: 9.4141 - mape: 9.4141\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154820650>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f61549d8690>\n"," <GreyWolf.GreyWolf object at 0x7f6151d11a10>\n"," <GreyWolf.GreyWolf object at 0x7f615b57a910>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 6\n","alpha: [7.         9.33180523]\n","beta: [8.         9.41410065]\n","delta: [6.         9.30759144]\n","2/2 [==============================] - 0s 4ms/step - loss: 6.5039 - mape: 6.5039\n","2/2 [==============================] - 0s 12ms/step - loss: 9.7414 - mape: 9.7414\n","2/2 [==============================] - 0s 5ms/step - loss: 8.7813 - mape: 8.7813\n","2/2 [==============================] - 0s 8ms/step - loss: 11.4727 - mape: 11.4727\n","2/2 [==============================] - 0s 4ms/step - loss: 11.6873 - mape: 11.6873\n","2/2 [==============================] - 0s 9ms/step - loss: 11.7077 - mape: 11.7077\n","2/2 [==============================] - 0s 16ms/step - loss: 7.2408 - mape: 7.2408\n","2/2 [==============================] - 0s 7ms/step - loss: 7.2062 - mape: 7.2062\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f6151d11a10>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f61549d8690>\n"," <GreyWolf.GreyWolf object at 0x7f615b57a910>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 7\n","alpha: [ 8.         11.68732262]\n","beta: [ 4.         10.35142708]\n","delta: [8.         7.20621347]\n","2/2 [==============================] - 0s 7ms/step - loss: 10.6795 - mape: 10.6795\n","2/2 [==============================] - 0s 5ms/step - loss: 9.2910 - mape: 9.2910\n","2/2 [==============================] - 0s 9ms/step - loss: 11.6200 - mape: 11.6200\n","2/2 [==============================] - 0s 5ms/step - loss: 9.2553 - mape: 9.2553\n","2/2 [==============================] - 0s 14ms/step - loss: 9.2749 - mape: 9.2749\n","2/2 [==============================] - 0s 7ms/step - loss: 8.8038 - mape: 8.8038\n","2/2 [==============================] - 0s 3ms/step - loss: 8.9953 - mape: 8.9953\n","2/2 [==============================] - 0s 6ms/step - loss: 10.8068 - mape: 10.8068\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549d8690>\n"," <GreyWolf.GreyWolf object at 0x7f615b57a910>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f615b78d190>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 8\n","alpha: [ 4.         10.35142708]\n","beta: [7.         6.50391865]\n","delta: [7.        9.2748785]\n","2/2 [==============================] - 0s 13ms/step - loss: 11.4570 - mape: 11.4570\n","2/2 [==============================] - 0s 8ms/step - loss: 13.0290 - mape: 13.0290\n","2/2 [==============================] - 0s 7ms/step - loss: 9.5757 - mape: 9.5757\n","2/2 [==============================] - 0s 8ms/step - loss: 12.7321 - mape: 12.7321\n","2/2 [==============================] - 0s 12ms/step - loss: 8.5794 - mape: 8.5794\n","2/2 [==============================] - 0s 15ms/step - loss: 10.4615 - mape: 10.4615\n","2/2 [==============================] - 0s 14ms/step - loss: 6.1474 - mape: 6.1474\n","2/2 [==============================] - 0s 13ms/step - loss: 10.8322 - mape: 10.8322\n","[1. 3. 1. 2.]\n","[1. 3. 1. 2.]\n","[1. 3. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549d8690>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615b78d190>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b91ad10>\n"," <GreyWolf.GreyWolf object at 0x7f61549d8690>]\n","[1. 3. 2.]\n","[3. 2.]\n","\n","Iteration: 9\n","alpha: [7.         6.50391865]\n","beta: [ 4.         10.35142708]\n","delta: [8.        6.1473937]\n","2/2 [==============================] - 0s 6ms/step - loss: 6.4167 - mape: 6.4167\n","2/2 [==============================] - 0s 14ms/step - loss: 6.3383 - mape: 6.3383\n","2/2 [==============================] - 0s 9ms/step - loss: 7.3358 - mape: 7.3358\n","2/2 [==============================] - 0s 7ms/step - loss: 7.7337 - mape: 7.7337\n","2/2 [==============================] - 0s 4ms/step - loss: 9.6482 - mape: 9.6482\n","2/2 [==============================] - 0s 4ms/step - loss: 10.2036 - mape: 10.2036\n","2/2 [==============================] - 0s 4ms/step - loss: 12.5416 - mape: 12.5416\n","2/2 [==============================] - 0s 6ms/step - loss: 10.0992 - mape: 10.0992\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615b78d190>\n"," <GreyWolf.GreyWolf object at 0x7f615b91ad10>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>]\n","[1. 1. 2. 1.]\n","[1. 1. 2.]\n","\n","Iteration: 10\n","alpha: [7.         9.64819813]\n","beta: [7.         6.50391865]\n","delta: [ 4.         10.35142708]\n","2/2 [==============================] - 0s 6ms/step - loss: 6.4981 - mape: 6.4981\n","2/2 [==============================] - 0s 8ms/step - loss: 10.9888 - mape: 10.9888\n","2/2 [==============================] - 0s 12ms/step - loss: 9.8878 - mape: 9.8878\n","2/2 [==============================] - 0s 7ms/step - loss: 9.2034 - mape: 9.2034\n","2/2 [==============================] - 0s 9ms/step - loss: 7.6303 - mape: 7.6303\n","2/2 [==============================] - 0s 11ms/step - loss: 8.5077 - mape: 8.5077\n","2/2 [==============================] - 0s 4ms/step - loss: 10.1497 - mape: 10.1497\n","2/2 [==============================] - 0s 10ms/step - loss: 10.8840 - mape: 10.8840\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b91ad10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4b5610>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 11\n","alpha: [7.         6.50391865]\n","beta: [7.         7.63034678]\n","delta: [ 4.         10.35142708]\n","2/2 [==============================] - 0s 6ms/step - loss: 9.8330 - mape: 9.8330\n","2/2 [==============================] - 0s 4ms/step - loss: 10.1974 - mape: 10.1974\n","2/2 [==============================] - 0s 7ms/step - loss: 9.8508 - mape: 9.8508\n","2/2 [==============================] - 0s 6ms/step - loss: 10.4100 - mape: 10.4100\n","2/2 [==============================] - 0s 8ms/step - loss: 13.9308 - mape: 13.9308\n","2/2 [==============================] - 0s 5ms/step - loss: 9.3841 - mape: 9.3841\n","2/2 [==============================] - 0s 4ms/step - loss: 12.7504 - mape: 12.7504\n","2/2 [==============================] - 0s 10ms/step - loss: 8.6096 - mape: 8.6096\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b91ad10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b4b5610>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 12\n","alpha: [5.         6.33834028]\n","beta: [6.         8.57936573]\n","delta: [7.         6.50391865]\n","2/2 [==============================] - 0s 7ms/step - loss: 8.6133 - mape: 8.6133\n","2/2 [==============================] - 0s 9ms/step - loss: 8.6919 - mape: 8.6919\n","2/2 [==============================] - 0s 5ms/step - loss: 9.7886 - mape: 9.7886\n","2/2 [==============================] - 0s 8ms/step - loss: 9.8947 - mape: 9.8947\n","2/2 [==============================] - 0s 18ms/step - loss: 9.1063 - mape: 9.1063\n","2/2 [==============================] - 0s 14ms/step - loss: 12.6049 - mape: 12.6049\n","2/2 [==============================] - 0s 16ms/step - loss: 10.9846 - mape: 10.9846\n","2/2 [==============================] - 0s 7ms/step - loss: 9.0088 - mape: 9.0088\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151c0f350>\n"," <GreyWolf.GreyWolf object at 0x7f615b4b5610>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b91ad10>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 13\n","alpha: [7.         6.50391865]\n","beta: [5.         9.10628223]\n","delta: [5.         6.33834028]\n","2/2 [==============================] - 0s 8ms/step - loss: 13.0241 - mape: 13.0241\n","2/2 [==============================] - 0s 7ms/step - loss: 9.8608 - mape: 9.8608\n","2/2 [==============================] - 0s 14ms/step - loss: 13.8002 - mape: 13.8002\n","2/2 [==============================] - 0s 8ms/step - loss: 9.7701 - mape: 9.7701\n","2/2 [==============================] - 0s 4ms/step - loss: 8.8755 - mape: 8.8755\n","2/2 [==============================] - 0s 4ms/step - loss: 9.6567 - mape: 9.6567\n","2/2 [==============================] - 0s 13ms/step - loss: 8.4511 - mape: 8.4511\n","2/2 [==============================] - 0s 10ms/step - loss: 9.5563 - mape: 9.5563\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4b5610>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b91ad10>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615babfb10>]\n","[2. 1. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 14\n","alpha: [5.         6.33834028]\n","beta: [6.         8.57936573]\n","delta: [7.         6.50391865]\n","2/2 [==============================] - 0s 9ms/step - loss: 9.9390 - mape: 9.9390\n","2/2 [==============================] - 0s 8ms/step - loss: 7.8481 - mape: 7.8481\n","2/2 [==============================] - 0s 4ms/step - loss: 10.1869 - mape: 10.1869\n","2/2 [==============================] - 0s 13ms/step - loss: 14.8623 - mape: 14.8623\n","2/2 [==============================] - 0s 15ms/step - loss: 7.5309 - mape: 7.5309\n","2/2 [==============================] - 0s 4ms/step - loss: 11.3110 - mape: 11.3110\n","2/2 [==============================] - 0s 7ms/step - loss: 8.8099 - mape: 8.8099\n","2/2 [==============================] - 0s 4ms/step - loss: 8.3816 - mape: 8.3816\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4b5610>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615babfb10>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b91ad10>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 15\n","alpha: [5.         6.33834028]\n","beta: [6.         8.57936573]\n","delta: [7.         7.53088474]\n","2/2 [==============================] - 0s 9ms/step - loss: 6.9516 - mape: 6.9516\n","2/2 [==============================] - 0s 4ms/step - loss: 10.3200 - mape: 10.3200\n","2/2 [==============================] - 0s 4ms/step - loss: 7.4676 - mape: 7.4676\n","2/2 [==============================] - 0s 4ms/step - loss: 8.0449 - mape: 8.0449\n","2/2 [==============================] - 0s 8ms/step - loss: 11.0918 - mape: 11.0918\n","2/2 [==============================] - 0s 8ms/step - loss: 13.4649 - mape: 13.4649\n","2/2 [==============================] - 0s 8ms/step - loss: 8.7819 - mape: 8.7819\n","2/2 [==============================] - 0s 15ms/step - loss: 8.5579 - mape: 8.5579\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4b5610>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615babfb10>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b91ad10>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 16\n","alpha: [7.         6.50391865]\n","beta: [ 7.         11.09183979]\n","delta: [6.         8.57936573]\n","2/2 [==============================] - 0s 12ms/step - loss: 11.6638 - mape: 11.6638\n","2/2 [==============================] - 0s 10ms/step - loss: 11.7201 - mape: 11.7201\n","2/2 [==============================] - 0s 4ms/step - loss: 11.1851 - mape: 11.1851\n","2/2 [==============================] - 0s 7ms/step - loss: 11.7446 - mape: 11.7446\n","2/2 [==============================] - 0s 8ms/step - loss: 8.8354 - mape: 8.8354\n","2/2 [==============================] - 0s 8ms/step - loss: 10.2816 - mape: 10.2816\n","2/2 [==============================] - 0s 8ms/step - loss: 7.1784 - mape: 7.1784\n","2/2 [==============================] - 0s 14ms/step - loss: 8.1164 - mape: 8.1164\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4b5610>\n"," <GreyWolf.GreyWolf object at 0x7f615babfb10>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b91ad10>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 17\n","alpha: [5.         6.33834028]\n","beta: [7.         8.83537483]\n","delta: [4.         8.87548542]\n","2/2 [==============================] - 0s 5ms/step - loss: 7.5000 - mape: 7.5000\n","2/2 [==============================] - 0s 7ms/step - loss: 9.1704 - mape: 9.1704\n","2/2 [==============================] - 0s 10ms/step - loss: 10.0598 - mape: 10.0598\n","2/2 [==============================] - 0s 8ms/step - loss: 9.5559 - mape: 9.5559\n","2/2 [==============================] - 0s 5ms/step - loss: 9.0089 - mape: 9.0089\n","2/2 [==============================] - 0s 15ms/step - loss: 6.6664 - mape: 6.6664\n","2/2 [==============================] - 0s 9ms/step - loss: 6.3388 - mape: 6.3388\n","2/2 [==============================] - 0s 4ms/step - loss: 6.2095 - mape: 6.2095\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615babfb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b91ad10>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce250>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 18\n","alpha: [4.         8.87548542]\n","beta: [6.         9.00892448]\n","delta: [6.         8.57936573]\n","2/2 [==============================] - 0s 13ms/step - loss: 6.4542 - mape: 6.4542\n","2/2 [==============================] - 0s 13ms/step - loss: 10.0843 - mape: 10.0843\n","2/2 [==============================] - 0s 7ms/step - loss: 9.9256 - mape: 9.9256\n","2/2 [==============================] - 0s 8ms/step - loss: 10.6511 - mape: 10.6511\n","2/2 [==============================] - 0s 9ms/step - loss: 6.2672 - mape: 6.2672\n","2/2 [==============================] - 0s 11ms/step - loss: 11.1148 - mape: 11.1148\n","2/2 [==============================] - 0s 12ms/step - loss: 10.6137 - mape: 10.6137\n","2/2 [==============================] - 0s 13ms/step - loss: 8.5596 - mape: 8.5596\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce250>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9390>]\n","[2. 1. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 19\n","alpha: [4.         8.55955315]\n","beta: [6.         6.20947552]\n","delta: [7.         6.50391865]\n","2/2 [==============================] - 0s 6ms/step - loss: 7.9506 - mape: 7.9506\n","2/2 [==============================] - 0s 7ms/step - loss: 7.9807 - mape: 7.9807\n","2/2 [==============================] - 0s 8ms/step - loss: 7.8161 - mape: 7.8161\n","2/2 [==============================] - 0s 8ms/step - loss: 10.6138 - mape: 10.6138\n","2/2 [==============================] - 0s 10ms/step - loss: 10.2370 - mape: 10.2370\n","2/2 [==============================] - 0s 9ms/step - loss: 8.8076 - mape: 8.8076\n","2/2 [==============================] - 0s 7ms/step - loss: 10.3811 - mape: 10.3811\n","2/2 [==============================] - 0s 15ms/step - loss: 10.3879 - mape: 10.3879\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9390>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce250>]\n","[2. 1. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 20\n","alpha: [4.         8.55955315]\n","beta: [7.         6.50391865]\n","delta: [ 6.         10.23701763]\n","2/2 [==============================] - 0s 4ms/step - loss: 7.7737 - mape: 7.7737\n","2/2 [==============================] - 0s 8ms/step - loss: 10.9736 - mape: 10.9736\n","2/2 [==============================] - 0s 15ms/step - loss: 6.4855 - mape: 6.4855\n","2/2 [==============================] - 0s 9ms/step - loss: 9.4070 - mape: 9.4070\n","2/2 [==============================] - 0s 7ms/step - loss: 6.2157 - mape: 6.2157\n","2/2 [==============================] - 0s 8ms/step - loss: 6.4240 - mape: 6.4240\n","2/2 [==============================] - 0s 10ms/step - loss: 11.1301 - mape: 11.1301\n","2/2 [==============================] - 0s 11ms/step - loss: 9.0240 - mape: 9.0240\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2a0a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce250>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9390>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>]\n","[1. 1. 2. 1.]\n","[1. 1. 2.]\n","\n","Iteration: 21\n","alpha: [5.         6.26720285]\n","beta: [7.         6.50391865]\n","delta: [4.         8.55955315]\n","2/2 [==============================] - 0s 14ms/step - loss: 8.9031 - mape: 8.9031\n","2/2 [==============================] - 0s 15ms/step - loss: 8.1916 - mape: 8.1916\n","2/2 [==============================] - 0s 15ms/step - loss: 6.1505 - mape: 6.1505\n","2/2 [==============================] - 0s 13ms/step - loss: 8.4250 - mape: 8.4250\n","2/2 [==============================] - 0s 5ms/step - loss: 9.7733 - mape: 9.7733\n","2/2 [==============================] - 0s 7ms/step - loss: 5.1126 - mape: 5.1126\n","2/2 [==============================] - 0s 4ms/step - loss: 10.7276 - mape: 10.7276\n","2/2 [==============================] - 0s 14ms/step - loss: 9.8845 - mape: 9.8845\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce250>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9390>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615498cbd0>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 22\n","alpha: [6.         6.20947552]\n","beta: [4.         8.55955315]\n","delta: [5.         6.26720285]\n","2/2 [==============================] - 0s 15ms/step - loss: 9.2702 - mape: 9.2702\n","2/2 [==============================] - 0s 7ms/step - loss: 8.8490 - mape: 8.8490\n","2/2 [==============================] - 0s 8ms/step - loss: 6.4358 - mape: 6.4358\n","2/2 [==============================] - 0s 6ms/step - loss: 10.3196 - mape: 10.3196\n","2/2 [==============================] - 0s 14ms/step - loss: 4.4506 - mape: 4.4506\n","2/2 [==============================] - 0s 4ms/step - loss: 7.0497 - mape: 7.0497\n","2/2 [==============================] - 0s 7ms/step - loss: 8.9524 - mape: 8.9524\n","2/2 [==============================] - 0s 8ms/step - loss: 8.7502 - mape: 8.7502\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b4ce310>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce250>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9390>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>]\n","[1. 1. 2. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 23\n","alpha: [5.         5.11260653]\n","beta: [4.         8.55955315]\n","delta: [6.         6.20947552]\n","2/2 [==============================] - 0s 6ms/step - loss: 9.3723 - mape: 9.3723\n","2/2 [==============================] - 0s 10ms/step - loss: 7.4033 - mape: 7.4033\n","2/2 [==============================] - 0s 4ms/step - loss: 7.1185 - mape: 7.1185\n","2/2 [==============================] - 0s 8ms/step - loss: 11.0811 - mape: 11.0811\n","2/2 [==============================] - 0s 6ms/step - loss: 7.3854 - mape: 7.3854\n","2/2 [==============================] - 0s 9ms/step - loss: 9.4747 - mape: 9.4747\n","2/2 [==============================] - 0s 6ms/step - loss: 8.1273 - mape: 8.1273\n","2/2 [==============================] - 0s 15ms/step - loss: 8.6538 - mape: 8.6538\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b4ce250>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6154af9390>\n"," <GreyWolf.GreyWolf object at 0x7f615b8ad4d0>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 24\n","alpha: [4.         8.55955315]\n","beta: [5.         6.26720285]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 14ms/step - loss: 8.9371 - mape: 8.9371\n","2/2 [==============================] - 0s 7ms/step - loss: 6.7875 - mape: 6.7875\n","2/2 [==============================] - 0s 8ms/step - loss: 6.5742 - mape: 6.5742\n","2/2 [==============================] - 0s 5ms/step - loss: 8.4935 - mape: 8.4935\n","2/2 [==============================] - 0s 4ms/step - loss: 7.7214 - mape: 7.7214\n","2/2 [==============================] - 0s 5ms/step - loss: 8.2064 - mape: 8.2064\n","2/2 [==============================] - 0s 5ms/step - loss: 9.0621 - mape: 9.0621\n","2/2 [==============================] - 0s 11ms/step - loss: 5.4848 - mape: 5.4848\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b8ad4d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b990990>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[1. 2. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 25\n","alpha: [5.         6.26720285]\n","beta: [4.         7.72139263]\n","delta: [5.         7.11849451]\n","2/2 [==============================] - 0s 3ms/step - loss: 8.6819 - mape: 8.6819\n","2/2 [==============================] - 0s 13ms/step - loss: 11.5979 - mape: 11.5979\n","2/2 [==============================] - 0s 5ms/step - loss: 12.5920 - mape: 12.5920\n","2/2 [==============================] - 0s 6ms/step - loss: 11.0737 - mape: 11.0737\n","2/2 [==============================] - 0s 5ms/step - loss: 10.2407 - mape: 10.2407\n","2/2 [==============================] - 0s 14ms/step - loss: 8.6608 - mape: 8.6608\n","2/2 [==============================] - 0s 6ms/step - loss: 7.9649 - mape: 7.9649\n","2/2 [==============================] - 0s 7ms/step - loss: 6.7782 - mape: 6.7782\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b8ad4d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b990990>]\n","[1. 2. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 26\n","alpha: [6.         4.45055437]\n","beta: [4.         7.72139263]\n","delta: [5.         7.11849451]\n","2/2 [==============================] - 0s 11ms/step - loss: 10.0017 - mape: 10.0017\n","2/2 [==============================] - 0s 8ms/step - loss: 9.3206 - mape: 9.3206\n","2/2 [==============================] - 0s 7ms/step - loss: 13.1814 - mape: 13.1814\n","2/2 [==============================] - 0s 7ms/step - loss: 13.1159 - mape: 13.1159\n","2/2 [==============================] - 0s 8ms/step - loss: 6.2887 - mape: 6.2887\n","2/2 [==============================] - 0s 6ms/step - loss: 10.6024 - mape: 10.6024\n","2/2 [==============================] - 0s 8ms/step - loss: 5.2742 - mape: 5.2742\n","2/2 [==============================] - 0s 10ms/step - loss: 6.3941 - mape: 6.3941\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b8ad4d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b990990>]\n","[2. 1. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 27\n","alpha: [4.         7.72139263]\n","beta: [5.         7.11849451]\n","delta: [6.         4.45055437]\n","2/2 [==============================] - 0s 13ms/step - loss: 10.6961 - mape: 10.6961\n","2/2 [==============================] - 0s 4ms/step - loss: 6.7112 - mape: 6.7112\n","2/2 [==============================] - 0s 7ms/step - loss: 6.7792 - mape: 6.7792\n","2/2 [==============================] - 0s 14ms/step - loss: 7.3571 - mape: 7.3571\n","2/2 [==============================] - 0s 5ms/step - loss: 10.3565 - mape: 10.3565\n","2/2 [==============================] - 0s 9ms/step - loss: 9.0030 - mape: 9.0030\n","2/2 [==============================] - 0s 7ms/step - loss: 10.4545 - mape: 10.4545\n","2/2 [==============================] - 0s 7ms/step - loss: 8.5437 - mape: 8.5437\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b8ad4d0>\n"," <GreyWolf.GreyWolf object at 0x7f61546f8d10>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 28\n","alpha: [5.         5.11260653]\n","beta: [5.         6.26720285]\n","delta: [6.         4.45055437]\n","2/2 [==============================] - 0s 7ms/step - loss: 10.3825 - mape: 10.3825\n","2/2 [==============================] - 0s 5ms/step - loss: 6.9565 - mape: 6.9565\n","2/2 [==============================] - 0s 9ms/step - loss: 10.4981 - mape: 10.4981\n","2/2 [==============================] - 0s 13ms/step - loss: 7.0756 - mape: 7.0756\n","2/2 [==============================] - 0s 7ms/step - loss: 6.1245 - mape: 6.1245\n","2/2 [==============================] - 0s 7ms/step - loss: 5.8768 - mape: 5.8768\n","2/2 [==============================] - 0s 9ms/step - loss: 9.1379 - mape: 9.1379\n","2/2 [==============================] - 0s 7ms/step - loss: 11.0026 - mape: 11.0026\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf 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loss: 10.0977 - mape: 10.0977\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b8ad4d0>\n"," <GreyWolf.GreyWolf object at 0x7f61546f8d10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 30\n","alpha: [4.         6.71122408]\n","beta: [5.         5.11260653]\n","delta: [6.         4.45055437]\n","2/2 [==============================] - 0s 4ms/step - loss: 9.7614 - mape: 9.7614\n","2/2 [==============================] - 0s 8ms/step - loss: 6.5251 - mape: 6.5251\n","2/2 [==============================] - 0s 4ms/step - loss: 7.8171 - mape: 7.8171\n","2/2 [==============================] - 0s 6ms/step - loss: 7.7813 - mape: 7.7813\n","2/2 [==============================] - 0s 4ms/step - loss: 12.2228 - mape: 12.2228\n","2/2 [==============================] - 0s 13ms/step - loss: 10.0214 - mape: 10.0214\n","2/2 [==============================] - 0s 6ms/step - loss: 6.7443 - mape: 6.7443\n","2/2 [==============================] - 0s 6ms/step - loss: 11.3673 - mape: 11.3673\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b8ad4d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f61546f8d10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 31\n","alpha: [5.         5.48480034]\n","beta: [4.         6.71122408]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 4ms/step - loss: 6.5978 - mape: 6.5978\n","2/2 [==============================] - 0s 5ms/step - loss: 7.1352 - mape: 7.1352\n","2/2 [==============================] - 0s 7ms/step - loss: 9.3806 - mape: 9.3806\n","2/2 [==============================] - 0s 6ms/step - loss: 8.0701 - mape: 8.0701\n","2/2 [==============================] - 0s 5ms/step - loss: 7.8021 - mape: 7.8021\n","2/2 [==============================] - 0s 5ms/step - loss: 8.4132 - mape: 8.4132\n","2/2 [==============================] - 0s 5ms/step - loss: 7.3614 - mape: 7.3614\n","2/2 [==============================] - 0s 15ms/step - loss: 6.2724 - mape: 6.2724\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f61546f8d10>\n"," <GreyWolf.GreyWolf object at 0x7f6151b60490>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 32\n","alpha: [4.        6.2723875]\n","beta: [4.         6.71122408]\n","delta: [5.         6.26720285]\n","2/2 [==============================] - 0s 17ms/step - loss: 8.7810 - mape: 8.7810\n","2/2 [==============================] - 0s 4ms/step - loss: 7.8764 - mape: 7.8764\n","2/2 [==============================] - 0s 14ms/step - loss: 9.9153 - mape: 9.9153\n","2/2 [==============================] - 0s 5ms/step - loss: 9.3484 - mape: 9.3484\n","2/2 [==============================] - 0s 6ms/step - loss: 9.2278 - mape: 9.2278\n","2/2 [==============================] - 0s 8ms/step - loss: 12.1819 - mape: 12.1819\n","2/2 [==============================] - 0s 9ms/step - loss: 7.7752 - mape: 7.7752\n","2/2 [==============================] - 0s 7ms/step - loss: 8.1094 - mape: 8.1094\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 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1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f61546f8d10>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f6151b60490>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 34\n","alpha: [4.         6.71122408]\n","beta: [5.         6.26720285]\n","delta: [4.        6.2723875]\n","2/2 [==============================] - 0s 4ms/step - loss: 6.1842 - mape: 6.1842\n","2/2 [==============================] - 0s 9ms/step - loss: 7.1578 - mape: 7.1578\n","2/2 [==============================] - 0s 5ms/step - loss: 6.9399 - mape: 6.9399\n","2/2 [==============================] - 0s 13ms/step - loss: 8.4789 - mape: 8.4789\n","2/2 [==============================] - 0s 5ms/step - loss: 6.4782 - mape: 6.4782\n","2/2 [==============================] - 0s 15ms/step - loss: 8.4385 - mape: 8.4385\n","2/2 [==============================] - 0s 7ms/step - loss: 10.4885 - mape: 10.4885\n","2/2 [==============================] - 0s 13ms/step - loss: 8.9817 - mape: 8.9817\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f61546f8d10>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 35\n","alpha: [4.         6.71122408]\n","beta: [5.         5.48480034]\n","delta: [5.         6.26720285]\n","2/2 [==============================] - 0s 15ms/step - loss: 5.6753 - mape: 5.6753\n","2/2 [==============================] - 0s 13ms/step - loss: 11.9936 - mape: 11.9936\n","2/2 [==============================] - 0s 5ms/step - loss: 7.6244 - mape: 7.6244\n","2/2 [==============================] - 0s 8ms/step - loss: 12.0644 - mape: 12.0644\n","2/2 [==============================] - 0s 12ms/step - loss: 7.0157 - mape: 7.0157\n","2/2 [==============================] - 0s 11ms/step - loss: 9.3221 - mape: 9.3221\n","2/2 [==============================] - 0s 6ms/step - loss: 9.6970 - mape: 9.6970\n","2/2 [==============================] - 0s 8ms/step - loss: 10.4515 - mape: 10.4515\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615a2724d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f61546f8d10>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 36\n","alpha: [5.         5.48480034]\n","beta: [5.         5.11260653]\n","delta: [4.         6.18415213]\n","2/2 [==============================] - 0s 13ms/step - loss: 11.9871 - mape: 11.9871\n","2/2 [==============================] - 0s 14ms/step - loss: 8.4964 - mape: 8.4964\n","2/2 [==============================] - 0s 5ms/step - loss: 8.8182 - mape: 8.8182\n","2/2 [==============================] - 0s 7ms/step - loss: 8.1773 - mape: 8.1773\n","2/2 [==============================] - 0s 7ms/step - loss: 8.1859 - mape: 8.1859\n","2/2 [==============================] - 0s 8ms/step - loss: 9.2564 - mape: 9.2564\n","2/2 [==============================] - 0s 4ms/step - loss: 8.2177 - mape: 8.2177\n","2/2 [==============================] - 0s 13ms/step - loss: 5.7084 - mape: 5.7084\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f61546f8d10>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 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1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615b46c050>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 38\n","alpha: [3.         9.17945671]\n","beta: [5.         5.11260653]\n","delta: [4.         6.18415213]\n","2/2 [==============================] - 0s 4ms/step - loss: 7.2980 - mape: 7.2980\n","2/2 [==============================] - 0s 9ms/step - loss: 9.8759 - mape: 9.8759\n","2/2 [==============================] - 0s 9ms/step - loss: 7.2375 - mape: 7.2375\n","2/2 [==============================] - 0s 5ms/step - loss: 9.2346 - mape: 9.2346\n","2/2 [==============================] - 0s 7ms/step - loss: 6.8750 - mape: 6.8750\n","2/2 [==============================] - 0s 8ms/step - loss: 13.2129 - mape: 13.2129\n","2/2 [==============================] - 0s 15ms/step - loss: 7.3553 - mape: 7.3553\n","2/2 [==============================] - 0s 11ms/step - loss: 10.6780 - mape: 10.6780\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615b46c050>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 39\n","alpha: [4.         6.18415213]\n","beta: [5.         5.48480034]\n","delta: [4.         9.23463726]\n","2/2 [==============================] - 0s 11ms/step - loss: 9.2068 - mape: 9.2068\n","2/2 [==============================] - 0s 5ms/step - loss: 7.2897 - mape: 7.2897\n","2/2 [==============================] - 0s 4ms/step - loss: 7.1120 - mape: 7.1120\n","2/2 [==============================] - 0s 15ms/step - loss: 8.0660 - mape: 8.0660\n","2/2 [==============================] - 0s 6ms/step - loss: 8.5535 - mape: 8.5535\n","2/2 [==============================] - 0s 10ms/step - loss: 8.6281 - mape: 8.6281\n","2/2 [==============================] - 0s 8ms/step - loss: 7.3038 - mape: 7.3038\n","2/2 [==============================] - 0s 8ms/step - loss: 6.4543 - mape: 6.4543\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615b46c050>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 40\n","alpha: [4.         5.71258879]\n","beta: [5.         5.48480034]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 8ms/step - loss: 7.5600 - mape: 7.5600\n","2/2 [==============================] - 0s 9ms/step - loss: 7.1021 - mape: 7.1021\n","2/2 [==============================] - 0s 13ms/step - loss: 6.7748 - mape: 6.7748\n","2/2 [==============================] - 0s 10ms/step - loss: 6.7395 - mape: 6.7395\n","2/2 [==============================] - 0s 16ms/step - loss: 9.4841 - mape: 9.4841\n","2/2 [==============================] - 0s 11ms/step - loss: 7.7149 - mape: 7.7149\n","2/2 [==============================] - 0s 8ms/step - loss: 6.1625 - mape: 6.1625\n","2/2 [==============================] - 0s 11ms/step - loss: 6.8501 - mape: 6.8501\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b46c050>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 41\n","alpha: [6.         4.45055437]\n","beta: [4.        6.7394805]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 3ms/step - loss: 8.1661 - mape: 8.1661\n","2/2 [==============================] - 0s 8ms/step - loss: 8.0020 - mape: 8.0020\n","2/2 [==============================] - 0s 13ms/step - loss: 7.5831 - mape: 7.5831\n","2/2 [==============================] - 0s 10ms/step - loss: 7.2181 - mape: 7.2181\n","2/2 [==============================] - 0s 8ms/step - loss: 6.1593 - mape: 6.1593\n","2/2 [==============================] - 0s 9ms/step - loss: 7.3667 - mape: 7.3667\n","2/2 [==============================] - 0s 4ms/step - loss: 10.0637 - mape: 10.0637\n","2/2 [==============================] - 0s 6ms/step - loss: 12.0479 - mape: 12.0479\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b46c050>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 42\n","alpha: [4.         6.18415213]\n","beta: [5.         5.48480034]\n","delta: [6.         4.45055437]\n","2/2 [==============================] - 0s 13ms/step - loss: 5.4409 - mape: 5.4409\n","2/2 [==============================] - 0s 10ms/step - loss: 10.1276 - mape: 10.1276\n","2/2 [==============================] - 0s 8ms/step - loss: 12.5132 - mape: 12.5132\n","2/2 [==============================] - 0s 14ms/step - loss: 8.0822 - mape: 8.0822\n","2/2 [==============================] - 0s 9ms/step - loss: 7.3404 - mape: 7.3404\n","2/2 [==============================] - 0s 4ms/step - loss: 6.7306 - mape: 6.7306\n","2/2 [==============================] - 0s 3ms/step - loss: 9.6620 - mape: 9.6620\n","2/2 [==============================] - 0s 5ms/step - loss: 7.9978 - mape: 7.9978\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b46c050>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 43\n","alpha: [5.         5.48480034]\n","beta: [5.         5.11260653]\n","delta: [5.         8.08219242]\n","2/2 [==============================] - 0s 5ms/step - loss: 7.5263 - mape: 7.5263\n","2/2 [==============================] - 0s 8ms/step - loss: 5.8759 - mape: 5.8759\n","2/2 [==============================] - 0s 4ms/step - loss: 7.8890 - mape: 7.8890\n","2/2 [==============================] - 0s 5ms/step - loss: 8.1027 - mape: 8.1027\n","2/2 [==============================] - 0s 14ms/step - loss: 9.3896 - mape: 9.3896\n","2/2 [==============================] - 0s 7ms/step - loss: 7.8572 - mape: 7.8572\n","2/2 [==============================] - 0s 4ms/step - loss: 7.3279 - mape: 7.3279\n","2/2 [==============================] - 0s 8ms/step - loss: 9.6364 - mape: 9.6364\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b46c050>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 44\n","alpha: [5.         5.11260653]\n","beta: [4.         6.18415213]\n","delta: [5.         8.10265255]\n","2/2 [==============================] - 0s 12ms/step - loss: 7.5574 - mape: 7.5574\n","2/2 [==============================] - 0s 8ms/step - loss: 6.8563 - mape: 6.8563\n","2/2 [==============================] - 0s 5ms/step - loss: 10.9986 - mape: 10.9986\n","2/2 [==============================] - 0s 8ms/step - loss: 7.1152 - mape: 7.1152\n","2/2 [==============================] - 0s 6ms/step - loss: 8.8331 - mape: 8.8331\n","2/2 [==============================] - 0s 8ms/step - loss: 8.1132 - mape: 8.1132\n","2/2 [==============================] - 0s 9ms/step - loss: 12.4265 - mape: 12.4265\n","2/2 [==============================] - 0s 4ms/step - loss: 7.9449 - mape: 7.9449\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b46c050>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 45\n","alpha: [5.         5.48480034]\n","beta: [6.         4.45055437]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 9ms/step - loss: 10.7072 - mape: 10.7072\n","2/2 [==============================] - 0s 4ms/step - loss: 6.9682 - mape: 6.9682\n","2/2 [==============================] - 0s 14ms/step - loss: 8.4519 - mape: 8.4519\n","2/2 [==============================] - 0s 4ms/step - loss: 5.6526 - mape: 5.6526\n","2/2 [==============================] - 0s 4ms/step - loss: 5.2153 - mape: 5.2153\n","2/2 [==============================] - 0s 15ms/step - loss: 5.9349 - mape: 5.9349\n","2/2 [==============================] - 0s 7ms/step - loss: 5.6448 - mape: 5.6448\n","2/2 [==============================] - 0s 15ms/step - loss: 9.2311 - mape: 9.2311\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 46\n","alpha: [4.         6.18415213]\n","beta: [6.         4.45055437]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 7ms/step - loss: 8.5011 - mape: 8.5011\n","2/2 [==============================] - 0s 11ms/step - loss: 7.0728 - mape: 7.0728\n","2/2 [==============================] - 0s 17ms/step - loss: 10.1426 - mape: 10.1426\n","2/2 [==============================] - 0s 5ms/step - loss: 8.6291 - mape: 8.6291\n","2/2 [==============================] - 0s 10ms/step - loss: 6.2149 - mape: 6.2149\n","2/2 [==============================] - 0s 7ms/step - loss: 7.0418 - mape: 7.0418\n","2/2 [==============================] - 0s 14ms/step - loss: 11.4579 - mape: 11.4579\n","2/2 [==============================] - 0s 4ms/step - loss: 6.9084 - mape: 6.9084\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 47\n","alpha: [4.         6.18415213]\n","beta: [6.         5.21526814]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 6ms/step - loss: 10.2834 - mape: 10.2834\n","2/2 [==============================] - 0s 9ms/step - loss: 7.4453 - mape: 7.4453\n","2/2 [==============================] - 0s 4ms/step - loss: 8.2088 - mape: 8.2088\n","2/2 [==============================] - 0s 4ms/step - loss: 9.0127 - mape: 9.0127\n","2/2 [==============================] - 0s 9ms/step - loss: 7.0411 - mape: 7.0411\n","2/2 [==============================] - 0s 7ms/step - loss: 9.7754 - mape: 9.7754\n","2/2 [==============================] - 0s 6ms/step - loss: 6.4030 - mape: 6.4030\n","2/2 [==============================] - 0s 7ms/step - loss: 11.0111 - mape: 11.0111\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf 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7.5658\n","2/2 [==============================] - 0s 4ms/step - loss: 7.3494 - mape: 7.3494\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 49\n","alpha: [4.         6.18415213]\n","beta: [5.         5.11260653]\n","delta: [6.         5.21526814]\n","2/2 [==============================] - 0s 9ms/step - loss: 6.2703 - mape: 6.2703\n","2/2 [==============================] - 0s 7ms/step - loss: 10.0658 - mape: 10.0658\n","2/2 [==============================] - 0s 8ms/step - loss: 8.8695 - mape: 8.8695\n","2/2 [==============================] - 0s 6ms/step - loss: 8.7891 - mape: 8.7891\n","2/2 [==============================] - 0s 10ms/step - loss: 8.5592 - mape: 8.5592\n","2/2 [==============================] - 0s 4ms/step - loss: 8.5643 - mape: 8.5643\n","2/2 [==============================] - 0s 4ms/step - loss: 8.0716 - mape: 8.0716\n","2/2 [==============================] - 0s 4ms/step - loss: 8.0958 - mape: 8.0958\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 50\n","alpha: [6.         4.45055437]\n","beta: [4.         5.70835257]\n","delta: [4.         6.18415213]\n","2/2 [==============================] - 0s 14ms/step - loss: 6.6052 - mape: 6.6052\n","2/2 [==============================] - 0s 7ms/step - loss: 12.4290 - mape: 12.4290\n","2/2 [==============================] - 0s 19ms/step - loss: 7.2579 - mape: 7.2579\n","2/2 [==============================] - 0s 8ms/step - loss: 9.0260 - mape: 9.0260\n","2/2 [==============================] - 0s 3ms/step - loss: 10.3818 - mape: 10.3818\n","2/2 [==============================] - 0s 7ms/step - loss: 8.6416 - mape: 8.6416\n","2/2 [==============================] - 0s 4ms/step - loss: 11.5422 - mape: 11.5422\n","2/2 [==============================] - 0s 10ms/step - loss: 10.5602 - mape: 10.5602\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 52\n","alpha: [6.         4.45055437]\n","beta: [5.         5.48480034]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 16ms/step - loss: 9.1239 - mape: 9.1239\n","2/2 [==============================] - 0s 7ms/step - loss: 6.6941 - mape: 6.6941\n","2/2 [==============================] - 0s 7ms/step - loss: 11.5926 - mape: 11.5926\n","2/2 [==============================] - 0s 13ms/step - loss: 12.0865 - mape: 12.0865\n","2/2 [==============================] - 0s 17ms/step - loss: 6.6717 - mape: 6.6717\n","2/2 [==============================] - 0s 9ms/step - loss: 7.2014 - mape: 7.2014\n","2/2 [==============================] - 0s 15ms/step - loss: 9.0225 - mape: 9.0225\n","2/2 [==============================] - 0s 14ms/step - loss: 8.0921 - mape: 8.0921\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 53\n","alpha: [4.         6.18415213]\n","beta: [5.         5.48480034]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 8ms/step - loss: 11.1645 - mape: 11.1645\n","2/2 [==============================] - 0s 13ms/step - loss: 7.3637 - mape: 7.3637\n","2/2 [==============================] - 0s 12ms/step - loss: 6.7161 - mape: 6.7161\n","2/2 [==============================] - 0s 9ms/step - loss: 9.1194 - mape: 9.1194\n","2/2 [==============================] - 0s 15ms/step - loss: 6.8994 - mape: 6.8994\n","2/2 [==============================] - 0s 6ms/step - loss: 9.6134 - mape: 9.6134\n","2/2 [==============================] - 0s 4ms/step - loss: 11.9360 - mape: 11.9360\n","2/2 [==============================] - 0s 4ms/step - loss: 8.5176 - mape: 8.5176\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 54\n","alpha: [6.         5.21526814]\n","beta: [4.         6.18415213]\n","delta: [6.         4.45055437]\n","2/2 [==============================] - 0s 6ms/step - loss: 10.1513 - mape: 10.1513\n","2/2 [==============================] - 0s 6ms/step - loss: 9.7292 - mape: 9.7292\n","2/2 [==============================] - 0s 4ms/step - loss: 11.0469 - mape: 11.0469\n","2/2 [==============================] - 0s 7ms/step - loss: 6.8131 - mape: 6.8131\n","2/2 [==============================] - 0s 7ms/step - loss: 7.2888 - mape: 7.2888\n","2/2 [==============================] - 0s 4ms/step - loss: 11.9539 - mape: 11.9539\n","2/2 [==============================] - 0s 4ms/step - loss: 10.7108 - mape: 10.7108\n","2/2 [==============================] - 0s 5ms/step - loss: 7.2768 - mape: 7.2768\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 55\n","alpha: [5.         5.48480034]\n","beta: [6.         5.21526814]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 15ms/step - loss: 6.1227 - mape: 6.1227\n","2/2 [==============================] - 0s 9ms/step - loss: 9.3849 - mape: 9.3849\n","2/2 [==============================] - 0s 8ms/step - loss: 8.9154 - mape: 8.9154\n","2/2 [==============================] - 0s 14ms/step - loss: 5.9575 - mape: 5.9575\n","2/2 [==============================] - 0s 10ms/step - loss: 8.2595 - mape: 8.2595\n","2/2 [==============================] - 0s 8ms/step - loss: 7.9566 - mape: 7.9566\n","2/2 [==============================] - 0s 7ms/step - loss: 7.7710 - mape: 7.7710\n","2/2 [==============================] - 0s 7ms/step - loss: 9.4702 - mape: 9.4702\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154afb850>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 56\n","alpha: [4.         6.18415213]\n","beta: [5.         5.11260653]\n","delta: [5.         5.48480034]\n","2/2 [==============================] - 0s 4ms/step - loss: 6.9586 - mape: 6.9586\n","2/2 [==============================] - 0s 14ms/step - loss: 7.1725 - mape: 7.1725\n","2/2 [==============================] - 0s 9ms/step - loss: 5.5119 - mape: 5.5119\n","2/2 [==============================] - 0s 3ms/step - loss: 9.8425 - mape: 9.8425\n","2/2 [==============================] - 0s 12ms/step - loss: 13.0207 - mape: 13.0207\n","2/2 [==============================] - 0s 15ms/step - loss: 7.3870 - mape: 7.3870\n","2/2 [==============================] - 0s 7ms/step - loss: 9.3343 - mape: 9.3343\n","2/2 [==============================] - 0s 7ms/step - loss: 11.8652 - mape: 11.8652\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 57\n","alpha: [4.         5.70835257]\n","beta: [5.         5.48480034]\n","delta: [4.         5.51186132]\n","2/2 [==============================] - 0s 17ms/step - loss: 11.1308 - mape: 11.1308\n","2/2 [==============================] - 0s 9ms/step - loss: 8.3260 - mape: 8.3260\n","2/2 [==============================] - 0s 8ms/step - loss: 7.9583 - mape: 7.9583\n","2/2 [==============================] - 0s 4ms/step - loss: 7.6079 - mape: 7.6079\n","2/2 [==============================] - 0s 5ms/step - loss: 8.9237 - mape: 8.9237\n","2/2 [==============================] - 0s 9ms/step - loss: 6.2755 - mape: 6.2755\n","2/2 [==============================] - 0s 9ms/step - loss: 7.2025 - mape: 7.2025\n","2/2 [==============================] - 0s 9ms/step - loss: 8.2940 - mape: 8.2940\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object 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loss: 10.5196 - mape: 10.5196\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 59\n","alpha: [4.         5.70835257]\n","beta: [5.         5.48480034]\n","delta: [4.         6.18415213]\n","2/2 [==============================] - 0s 3ms/step - loss: 8.6972 - mape: 8.6972\n","2/2 [==============================] - 0s 15ms/step - loss: 7.9339 - mape: 7.9339\n","2/2 [==============================] - 0s 5ms/step - loss: 9.4759 - mape: 9.4759\n","2/2 [==============================] - 0s 7ms/step - loss: 10.0376 - mape: 10.0376\n","2/2 [==============================] - 0s 13ms/step - loss: 7.2769 - mape: 7.2769\n","2/2 [==============================] - 0s 4ms/step - loss: 7.5612 - mape: 7.5612\n","2/2 [==============================] - 0s 14ms/step - loss: 10.8864 - mape: 10.8864\n","2/2 [==============================] - 0s 4ms/step - loss: 8.7030 - mape: 8.7030\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 60\n","alpha: [5.         5.48480034]\n","beta: [4.         6.18415213]\n","delta: [6.         5.21526814]\n","2/2 [==============================] - 0s 3ms/step - loss: 7.7403 - mape: 7.7403\n","2/2 [==============================] - 0s 9ms/step - loss: 11.5739 - mape: 11.5739\n","2/2 [==============================] - 0s 18ms/step - loss: 9.9766 - mape: 9.9766\n","2/2 [==============================] - 0s 15ms/step - loss: 6.3611 - mape: 6.3611\n","2/2 [==============================] - 0s 13ms/step - loss: 7.9530 - mape: 7.9530\n","2/2 [==============================] - 0s 5ms/step - loss: 8.3069 - mape: 8.3069\n","2/2 [==============================] - 0s 5ms/step - loss: 6.7704 - mape: 6.7704\n","2/2 [==============================] - 0s 9ms/step - loss: 7.4516 - mape: 7.4516\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 61\n","alpha: [4.         5.70835257]\n","beta: [5.         5.11260653]\n","delta: [4.         6.18415213]\n","2/2 [==============================] - 0s 8ms/step - loss: 6.4730 - mape: 6.4730\n","2/2 [==============================] - 0s 4ms/step - loss: 7.2608 - mape: 7.2608\n","2/2 [==============================] - 0s 14ms/step - loss: 12.0193 - mape: 12.0193\n","2/2 [==============================] - 0s 15ms/step - loss: 8.3007 - mape: 8.3007\n","2/2 [==============================] - 0s 5ms/step - loss: 8.6701 - mape: 8.6701\n","2/2 [==============================] - 0s 11ms/step - loss: 9.3433 - mape: 9.3433\n","2/2 [==============================] - 0s 5ms/step - loss: 9.9746 - mape: 9.9746\n","2/2 [==============================] - 0s 4ms/step - loss: 9.5942 - mape: 9.5942\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 62\n","alpha: [6.         4.45055437]\n","beta: [5.         5.11260653]\n","delta: [4.         5.51186132]\n","2/2 [==============================] - 0s 8ms/step - loss: 9.5137 - mape: 9.5137\n","2/2 [==============================] - 0s 14ms/step - loss: 6.5411 - mape: 6.5411\n","2/2 [==============================] - 0s 6ms/step - loss: 9.5739 - mape: 9.5739\n","2/2 [==============================] - 0s 8ms/step - loss: 8.5069 - mape: 8.5069\n","2/2 [==============================] - 0s 8ms/step - loss: 11.3548 - mape: 11.3548\n","2/2 [==============================] - 0s 12ms/step - loss: 14.1103 - mape: 14.1103\n","2/2 [==============================] - 0s 6ms/step - loss: 11.5695 - mape: 11.5695\n","2/2 [==============================] - 0s 14ms/step - loss: 9.2207 - mape: 9.2207\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 63\n","alpha: [4.         5.70835257]\n","beta: [4.         5.51186132]\n","delta: [6.         5.21526814]\n","2/2 [==============================] - 0s 5ms/step - loss: 8.9113 - mape: 8.9113\n","2/2 [==============================] - 0s 15ms/step - loss: 7.0021 - mape: 7.0021\n","2/2 [==============================] - 0s 7ms/step - loss: 8.0735 - mape: 8.0735\n","2/2 [==============================] - 0s 4ms/step - loss: 7.5797 - mape: 7.5797\n","2/2 [==============================] - 0s 8ms/step - loss: 9.5875 - mape: 9.5875\n","2/2 [==============================] - 0s 15ms/step - loss: 7.1696 - mape: 7.1696\n","2/2 [==============================] - 0s 7ms/step - loss: 7.6449 - mape: 7.6449\n","2/2 [==============================] - 0s 3ms/step - loss: 9.8356 - mape: 9.8356\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [4.         5.51186132]\n","beta: [4.         5.70835257]\n","delta: [4.         6.18415213]\n","2/2 [==============================] - 0s 3ms/step - loss: 10.7852 - mape: 10.7852\n","2/2 [==============================] - 0s 13ms/step - loss: 8.0246 - mape: 8.0246\n","2/2 [==============================] - 0s 5ms/step - loss: 10.1532 - mape: 10.1532\n","2/2 [==============================] - 0s 5ms/step - loss: 10.0136 - mape: 10.0136\n","2/2 [==============================] - 0s 9ms/step - loss: 7.3510 - mape: 7.3510\n","2/2 [==============================] - 0s 10ms/step - loss: 8.3437 - mape: 8.3437\n","2/2 [==============================] - 0s 12ms/step - loss: 7.9819 - mape: 7.9819\n","2/2 [==============================] - 0s 5ms/step - loss: 6.5947 - mape: 6.5947\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f6151af1c50>\n"," <GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154a4af90>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 65\n","alpha: [6.         5.21526814]\n","beta: [4.         5.51186132]\n","delta: [5.         5.48480034]\n","2/2 [==============================] - 0s 16ms/step - loss: 12.1595 - mape: 12.1595\n","2/2 [==============================] - 0s 14ms/step - loss: 5.4172 - mape: 5.4172\n","2/2 [==============================] - 0s 16ms/step - loss: 8.3011 - mape: 8.3011\n","2/2 [==============================] - 0s 14ms/step - loss: 6.7856 - mape: 6.7856\n","2/2 [==============================] - 0s 6ms/step - loss: 8.3770 - mape: 8.3770\n","2/2 [==============================] - 0s 8ms/step - loss: 9.9493 - mape: 9.9493\n","2/2 [==============================] - 0s 11ms/step - loss: 7.4770 - mape: 7.4770\n","2/2 [==============================] - 0s 7ms/step - loss: 7.4301 - mape: 7.4301\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154a4af90>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 66\n","alpha: [6.         5.21526814]\n","beta: [6.         4.45055437]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 11ms/step - loss: 12.1760 - mape: 12.1760\n","2/2 [==============================] - 0s 15ms/step - loss: 6.7438 - mape: 6.7438\n","2/2 [==============================] - 0s 13ms/step - loss: 6.2984 - mape: 6.2984\n","2/2 [==============================] - 0s 6ms/step - loss: 8.1126 - mape: 8.1126\n","2/2 [==============================] - 0s 8ms/step - loss: 8.4626 - mape: 8.4626\n","2/2 [==============================] - 0s 7ms/step - loss: 11.1028 - mape: 11.1028\n","2/2 [==============================] - 0s 5ms/step - loss: 8.4016 - mape: 8.4016\n","2/2 [==============================] - 0s 8ms/step - loss: 6.4491 - mape: 6.4491\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154a4af90>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 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1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f6154a4af90>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615bbcd210>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","\n","Iteration: 68\n","alpha: [5.         8.32554722]\n","beta: [5.         5.11260653]\n","delta: [5.         5.41717291]\n","2/2 [==============================] - 0s 10ms/step - loss: 10.1021 - mape: 10.1021\n","2/2 [==============================] - 0s 4ms/step - loss: 10.6687 - mape: 10.6687\n","2/2 [==============================] - 0s 9ms/step - loss: 8.8766 - mape: 8.8766\n","2/2 [==============================] - 0s 3ms/step - loss: 7.1653 - mape: 7.1653\n","2/2 [==============================] - 0s 16ms/step - loss: 9.6539 - mape: 9.6539\n","2/2 [==============================] - 0s 9ms/step - loss: 5.1403 - mape: 5.1403\n","2/2 [==============================] - 0s 8ms/step - loss: 8.5004 - mape: 8.5004\n","2/2 [==============================] - 0s 14ms/step - loss: 9.1713 - mape: 9.1713\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151c16b50>\n"," <GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6154a4af90>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>]\n","[1. 2. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 69\n","alpha: [ 5.         10.66867924]\n","beta: [4.         5.70835257]\n","delta: [6.         5.14034939]\n","2/2 [==============================] - 0s 4ms/step - loss: 5.5060 - mape: 5.5060\n","2/2 [==============================] - 0s 10ms/step - loss: 4.7941 - mape: 4.7941\n","2/2 [==============================] - 0s 4ms/step - loss: 7.2597 - mape: 7.2597\n","2/2 [==============================] - 0s 7ms/step - loss: 6.3090 - mape: 6.3090\n","2/2 [==============================] - 0s 5ms/step - loss: 6.5166 - mape: 6.5166\n","2/2 [==============================] - 0s 6ms/step - loss: 6.0309 - mape: 6.0309\n","2/2 [==============================] - 0s 12ms/step - loss: 7.0694 - mape: 7.0694\n","2/2 [==============================] - 0s 4ms/step - loss: 7.7813 - mape: 7.7813\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 71\n","alpha: [5.         5.11260653]\n","beta: [6.         5.14034939]\n","delta: [5.         5.41717291]\n","2/2 [==============================] - 0s 9ms/step - loss: 8.1400 - mape: 8.1400\n","2/2 [==============================] - 0s 11ms/step - loss: 9.7629 - mape: 9.7629\n","2/2 [==============================] - 0s 4ms/step - loss: 8.6356 - mape: 8.6356\n","2/2 [==============================] - 0s 7ms/step - loss: 12.6039 - mape: 12.6039\n","2/2 [==============================] - 0s 4ms/step - loss: 8.9032 - mape: 8.9032\n","2/2 [==============================] - 0s 12ms/step - loss: 5.7718 - mape: 5.7718\n","2/2 [==============================] - 0s 14ms/step - loss: 6.4842 - mape: 6.4842\n","2/2 [==============================] - 0s 7ms/step - loss: 6.3223 - mape: 6.3223\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>]\n","[3. 1. 1. 1. 1.]\n","[3. 1. 1. 1.]\n","\n","Iteration: 72\n","alpha: [3.         8.24263668]\n","beta: [6.         4.45055437]\n","delta: [6.         5.14034939]\n","2/2 [==============================] - 0s 8ms/step - loss: 9.9898 - mape: 9.9898\n","2/2 [==============================] - 0s 8ms/step - loss: 6.2644 - mape: 6.2644\n","2/2 [==============================] - 0s 4ms/step - loss: 9.4618 - mape: 9.4618\n","2/2 [==============================] - 0s 9ms/step - loss: 5.9389 - mape: 5.9389\n","2/2 [==============================] - 0s 5ms/step - loss: 8.4543 - mape: 8.4543\n","2/2 [==============================] - 0s 6ms/step - loss: 6.6258 - mape: 6.6258\n","2/2 [==============================] - 0s 7ms/step - loss: 7.1946 - mape: 7.1946\n","2/2 [==============================] - 0s 10ms/step - loss: 6.9517 - mape: 6.9517\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 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7.8848 - mape: 7.8848\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[3. 1. 1. 1. 1.]\n","[3. 1. 1. 1.]\n","\n","Iteration: 74\n","alpha: [3.         8.24263668]\n","beta: [5.         5.41717291]\n","delta: [6.         4.45055437]\n","2/2 [==============================] - 0s 14ms/step - loss: 9.4777 - mape: 9.4777\n","2/2 [==============================] - 0s 10ms/step - loss: 6.3886 - mape: 6.3886\n","2/2 [==============================] - 0s 9ms/step - loss: 7.1457 - mape: 7.1457\n","2/2 [==============================] - 0s 14ms/step - loss: 8.1486 - mape: 8.1486\n","2/2 [==============================] - 0s 5ms/step - loss: 8.7458 - mape: 8.7458\n","2/2 [==============================] - 0s 6ms/step - loss: 11.1079 - mape: 11.1079\n","2/2 [==============================] - 0s 7ms/step - loss: 7.7403 - mape: 7.7403\n","2/2 [==============================] - 0s 4ms/step - loss: 7.1706 - mape: 7.1706\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 75\n","alpha: [5.         5.41717291]\n","beta: [5.         5.11260653]\n","delta: [6.         5.14034939]\n","2/2 [==============================] - 0s 6ms/step - loss: 7.9719 - mape: 7.9719\n","2/2 [==============================] - 0s 9ms/step - loss: 9.6719 - mape: 9.6719\n","2/2 [==============================] - 0s 8ms/step - loss: 6.3747 - mape: 6.3747\n","2/2 [==============================] - 0s 6ms/step - loss: 10.2319 - mape: 10.2319\n","2/2 [==============================] - 0s 6ms/step - loss: 7.3864 - mape: 7.3864\n","2/2 [==============================] - 0s 14ms/step - loss: 6.9136 - mape: 6.9136\n","2/2 [==============================] - 0s 15ms/step - loss: 7.0383 - mape: 7.0383\n","2/2 [==============================] - 0s 12ms/step - loss: 6.0841 - mape: 6.0841\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 76\n","alpha: [5.         5.11260653]\n","beta: [5.         5.41717291]\n","delta: [6.         5.14034939]\n","2/2 [==============================] - 0s 19ms/step - loss: 7.9883 - mape: 7.9883\n","2/2 [==============================] - 0s 10ms/step - loss: 7.9018 - mape: 7.9018\n","2/2 [==============================] - 0s 7ms/step - loss: 7.5479 - mape: 7.5479\n","2/2 [==============================] - 0s 8ms/step - loss: 7.1382 - mape: 7.1382\n","2/2 [==============================] - 0s 5ms/step - loss: 11.1546 - mape: 11.1546\n","2/2 [==============================] - 0s 9ms/step - loss: 10.0275 - mape: 10.0275\n","2/2 [==============================] - 0s 7ms/step - loss: 13.0309 - mape: 13.0309\n","2/2 [==============================] - 0s 7ms/step - loss: 10.0962 - mape: 10.0962\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 77\n","alpha: [6.         4.45055437]\n","beta: [5.         5.41717291]\n","delta: [6.         5.14034939]\n","2/2 [==============================] - 0s 15ms/step - loss: 6.6499 - mape: 6.6499\n","2/2 [==============================] - 0s 7ms/step - loss: 7.7371 - mape: 7.7371\n","2/2 [==============================] - 0s 17ms/step - loss: 11.2293 - mape: 11.2293\n","2/2 [==============================] - 0s 4ms/step - loss: 7.8679 - mape: 7.8679\n","2/2 [==============================] - 0s 7ms/step - loss: 11.2534 - mape: 11.2534\n","2/2 [==============================] - 0s 5ms/step - loss: 6.7863 - mape: 6.7863\n","2/2 [==============================] - 0s 6ms/step - loss: 9.7793 - mape: 9.7793\n","2/2 [==============================] - 0s 7ms/step - loss: 10.1872 - mape: 10.1872\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 78\n","alpha: [5.         5.11260653]\n","beta: [5.         5.41717291]\n","delta: [3.         8.24263668]\n","2/2 [==============================] - 0s 3ms/step - loss: 10.1529 - mape: 10.1529\n","2/2 [==============================] - 0s 18ms/step - loss: 9.5494 - mape: 9.5494\n","2/2 [==============================] - 0s 15ms/step - loss: 9.0750 - mape: 9.0750\n","2/2 [==============================] - 0s 4ms/step - loss: 10.6197 - mape: 10.6197\n","2/2 [==============================] - 0s 14ms/step - loss: 9.1303 - mape: 9.1303\n","2/2 [==============================] - 0s 7ms/step - loss: 12.1106 - mape: 12.1106\n","2/2 [==============================] - 0s 9ms/step - loss: 11.4652 - mape: 11.4652\n","2/2 [==============================] - 0s 9ms/step - loss: 8.6985 - mape: 8.6985\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 79\n","alpha: [5.         5.11260653]\n","beta: [6.         5.14034939]\n","delta: [6.         4.45055437]\n","2/2 [==============================] - 0s 4ms/step - loss: 11.6903 - mape: 11.6903\n","2/2 [==============================] - 0s 9ms/step - loss: 7.8407 - mape: 7.8407\n","2/2 [==============================] - 0s 4ms/step - loss: 7.4496 - mape: 7.4496\n","2/2 [==============================] - 0s 15ms/step - loss: 7.7640 - mape: 7.7640\n","2/2 [==============================] - 0s 5ms/step - loss: 6.9460 - mape: 6.9460\n","2/2 [==============================] - 0s 7ms/step - loss: 12.0731 - mape: 12.0731\n","2/2 [==============================] - 0s 8ms/step - loss: 7.0982 - mape: 7.0982\n","2/2 [==============================] - 0s 13ms/step - loss: 8.1020 - mape: 8.1020\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 80\n","alpha: [6.         4.45055437]\n","beta: [6.         5.14034939]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 7ms/step - loss: 8.2856 - mape: 8.2856\n","2/2 [==============================] - 0s 14ms/step - loss: 8.1434 - mape: 8.1434\n","2/2 [==============================] - 0s 4ms/step - loss: 7.2129 - mape: 7.2129\n","2/2 [==============================] - 0s 15ms/step - loss: 8.1792 - mape: 8.1792\n","2/2 [==============================] - 0s 4ms/step - loss: 5.6580 - mape: 5.6580\n","2/2 [==============================] - 0s 5ms/step - loss: 8.9800 - mape: 8.9800\n","2/2 [==============================] - 0s 15ms/step - loss: 8.5183 - mape: 8.5183\n","2/2 [==============================] - 0s 13ms/step - loss: 9.2403 - mape: 9.2403\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f6151dcb990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>]\n","[3. 1. 1. 1. 1.]\n","[3. 1. 1. 1.]\n","\n","Iteration: 81\n","alpha: [3.         8.24263668]\n","beta: [6.         4.45055437]\n","delta: [6.         5.14034939]\n","2/2 [==============================] - 0s 7ms/step - loss: 7.8316 - mape: 7.8316\n","2/2 [==============================] - 0s 14ms/step - loss: 7.8789 - mape: 7.8789\n","2/2 [==============================] - 0s 8ms/step - loss: 7.2940 - mape: 7.2940\n","2/2 [==============================] - 0s 6ms/step - loss: 9.0721 - mape: 9.0721\n","2/2 [==============================] - 0s 7ms/step - loss: 7.6886 - mape: 7.6886\n","2/2 [==============================] - 0s 5ms/step - loss: 10.5062 - mape: 10.5062\n","2/2 [==============================] - 0s 15ms/step - loss: 10.3117 - mape: 10.3117\n","2/2 [==============================] - 0s 13ms/step - loss: 6.0185 - mape: 6.0185\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 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4ms/step - loss: 8.5037 - mape: 8.5037\n","2/2 [==============================] - 0s 11ms/step - loss: 6.4690 - mape: 6.4690\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615ba8c110>]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 83\n","alpha: [4.         5.70835257]\n","beta: [5.         5.41717291]\n","delta: [3.         6.64433861]\n","2/2 [==============================] - 0s 17ms/step - loss: 9.0259 - mape: 9.0259\n","2/2 [==============================] - 0s 4ms/step - loss: 7.9953 - mape: 7.9953\n","2/2 [==============================] - 0s 5ms/step - loss: 9.5118 - mape: 9.5118\n","2/2 [==============================] - 0s 5ms/step - loss: 5.9104 - mape: 5.9104\n","2/2 [==============================] - 0s 8ms/step - loss: 6.6220 - mape: 6.6220\n","2/2 [==============================] - 0s 9ms/step - loss: 7.1482 - mape: 7.1482\n","2/2 [==============================] - 0s 11ms/step - loss: 7.4725 - mape: 7.4725\n","2/2 [==============================] - 0s 10ms/step - loss: 11.8573 - mape: 11.8573\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615ba8c110>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>]\n","[1. 2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","\n","Iteration: 84\n","alpha: [4.         5.70835257]\n","beta: [3.         6.64433861]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 4ms/step - loss: 8.2819 - mape: 8.2819\n","2/2 [==============================] - 0s 4ms/step - loss: 10.2915 - mape: 10.2915\n","2/2 [==============================] - 0s 13ms/step - loss: 7.5026 - mape: 7.5026\n","2/2 [==============================] - 0s 7ms/step - loss: 7.8001 - mape: 7.8001\n","2/2 [==============================] - 0s 8ms/step - loss: 6.5571 - mape: 6.5571\n","2/2 [==============================] - 0s 4ms/step - loss: 6.1374 - mape: 6.1374\n","2/2 [==============================] - 0s 10ms/step - loss: 9.8840 - mape: 9.8840\n","2/2 [==============================] - 0s 8ms/step - loss: 6.8593 - mape: 6.8593\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 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9.4198\n","2/2 [==============================] - 0s 5ms/step - loss: 6.0480 - mape: 6.0480\n","2/2 [==============================] - 0s 4ms/step - loss: 8.7533 - mape: 8.7533\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>]\n","[1. 3. 1. 1. 1.]\n","[3. 1. 1. 1.]\n","\n","Iteration: 86\n","alpha: [6.         4.45055437]\n","beta: [3.         6.55708265]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 16ms/step - loss: 8.2478 - mape: 8.2478\n","2/2 [==============================] - 0s 4ms/step - loss: 9.2958 - mape: 9.2958\n","2/2 [==============================] - 0s 6ms/step - loss: 10.6202 - mape: 10.6202\n","2/2 [==============================] - 0s 13ms/step - loss: 12.8486 - mape: 12.8486\n","2/2 [==============================] - 0s 6ms/step - loss: 10.4183 - mape: 10.4183\n","2/2 [==============================] - 0s 3ms/step - loss: 12.1630 - mape: 12.1630\n","2/2 [==============================] - 0s 14ms/step - loss: 5.8234 - mape: 5.8234\n","2/2 [==============================] - 0s 5ms/step - loss: 6.7945 - mape: 6.7945\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 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- 0s 14ms/step - loss: 8.7223 - mape: 8.7223\n","2/2 [==============================] - 0s 4ms/step - loss: 8.3332 - mape: 8.3332\n","2/2 [==============================] - 0s 6ms/step - loss: 8.0827 - mape: 8.0827\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 89\n","alpha: [4.         5.50595665]\n","beta: [5.         5.41717291]\n","delta: [3.         6.55708265]\n","2/2 [==============================] - 0s 10ms/step - loss: 7.5073 - mape: 7.5073\n","2/2 [==============================] - 0s 8ms/step - loss: 6.8753 - mape: 6.8753\n","2/2 [==============================] - 0s 8ms/step - loss: 9.4172 - mape: 9.4172\n","2/2 [==============================] - 0s 7ms/step - loss: 7.1005 - mape: 7.1005\n","2/2 [==============================] - 0s 13ms/step - loss: 8.4393 - mape: 8.4393\n","2/2 [==============================] - 0s 7ms/step - loss: 11.9852 - mape: 11.9852\n","2/2 [==============================] - 0s 4ms/step - loss: 8.2136 - mape: 8.2136\n","2/2 [==============================] - 0s 13ms/step - loss: 8.2019 - mape: 8.2019\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 90\n","alpha: [5.         5.11260653]\n","beta: [6.         4.45055437]\n","delta: [6.         5.14034939]\n","2/2 [==============================] - 0s 8ms/step - loss: 7.8152 - mape: 7.8152\n","2/2 [==============================] - 0s 8ms/step - loss: 6.6421 - mape: 6.6421\n","2/2 [==============================] - 0s 7ms/step - loss: 12.2053 - mape: 12.2053\n","2/2 [==============================] - 0s 9ms/step - loss: 10.8129 - mape: 10.8129\n","2/2 [==============================] - 0s 3ms/step - loss: 6.1365 - mape: 6.1365\n","2/2 [==============================] - 0s 11ms/step - loss: 7.5343 - mape: 7.5343\n","2/2 [==============================] - 0s 8ms/step - loss: 6.3732 - mape: 6.3732\n","2/2 [==============================] - 0s 4ms/step - loss: 7.3835 - mape: 7.3835\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>]\n","[1. 3. 1. 1. 1.]\n","[3. 1. 1. 1.]\n","\n","Iteration: 91\n","alpha: [6.         5.14034939]\n","beta: [3.         6.55708265]\n","delta: [5.         5.41717291]\n","2/2 [==============================] - 0s 4ms/step - loss: 9.3727 - mape: 9.3727\n","2/2 [==============================] - 0s 4ms/step - loss: 11.7646 - mape: 11.7646\n","2/2 [==============================] - 0s 13ms/step - loss: 7.2752 - mape: 7.2752\n","2/2 [==============================] - 0s 5ms/step - loss: 8.9307 - mape: 8.9307\n","2/2 [==============================] - 0s 10ms/step - loss: 8.8225 - mape: 8.8225\n","2/2 [==============================] - 0s 12ms/step - loss: 9.9200 - mape: 9.9200\n","2/2 [==============================] - 0s 5ms/step - loss: 5.9738 - mape: 5.9738\n","2/2 [==============================] - 0s 14ms/step - loss: 7.6339 - mape: 7.6339\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 92\n","alpha: [6.         4.45055437]\n","beta: [5.         5.11260653]\n","delta: [3.         6.55708265]\n","2/2 [==============================] - 0s 14ms/step - loss: 12.5677 - mape: 12.5677\n","2/2 [==============================] - 0s 14ms/step - loss: 11.9683 - mape: 11.9683\n","2/2 [==============================] - 0s 10ms/step - loss: 10.8575 - mape: 10.8575\n","2/2 [==============================] - 0s 4ms/step - loss: 13.3824 - mape: 13.3824\n","2/2 [==============================] - 0s 7ms/step - loss: 11.6339 - mape: 11.6339\n","2/2 [==============================] - 0s 4ms/step - loss: 11.7102 - mape: 11.7102\n","2/2 [==============================] - 0s 14ms/step - loss: 8.8240 - mape: 8.8240\n","2/2 [==============================] - 0s 5ms/step - loss: 14.7120 - mape: 14.7120\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 93\n","alpha: [6.         5.14034939]\n","beta: [6.         4.45055437]\n","delta: [5.         5.11260653]\n","2/2 [==============================] - 0s 15ms/step - loss: 10.0064 - mape: 10.0064\n","2/2 [==============================] - 0s 15ms/step - loss: 9.4724 - mape: 9.4724\n","2/2 [==============================] - 0s 5ms/step - loss: 7.6286 - mape: 7.6286\n","2/2 [==============================] - 0s 13ms/step - loss: 7.6105 - mape: 7.6105\n","2/2 [==============================] - 0s 7ms/step - loss: 13.2745 - mape: 13.2745\n","2/2 [==============================] - 0s 6ms/step - loss: 8.9946 - mape: 8.9946\n","2/2 [==============================] - 0s 7ms/step - loss: 6.8955 - mape: 6.8955\n","2/2 [==============================] - 0s 15ms/step - loss: 8.6672 - mape: 8.6672\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 94\n","alpha: [6.         4.45055437]\n","beta: [5.         5.11260653]\n","delta: [5.         5.41717291]\n","2/2 [==============================] - 0s 10ms/step - loss: 6.8605 - mape: 6.8605\n","2/2 [==============================] - 0s 6ms/step - loss: 9.5365 - mape: 9.5365\n","2/2 [==============================] - 0s 5ms/step - loss: 8.6764 - mape: 8.6764\n","2/2 [==============================] - 0s 4ms/step - loss: 9.2963 - mape: 9.2963\n","2/2 [==============================] - 0s 4ms/step - loss: 6.7930 - mape: 6.7930\n","2/2 [==============================] - 0s 14ms/step - loss: 7.1645 - mape: 7.1645\n","2/2 [==============================] - 0s 7ms/step - loss: 7.7173 - mape: 7.7173\n","2/2 [==============================] - 0s 19ms/step - loss: 7.6119 - mape: 7.6119\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 95\n","alpha: [6.         5.14034939]\n","beta: [5.         5.41717291]\n","delta: [3.         6.55708265]\n","2/2 [==============================] - 0s 14ms/step - loss: 11.0490 - mape: 11.0490\n","2/2 [==============================] - 0s 18ms/step - loss: 6.8555 - mape: 6.8555\n","2/2 [==============================] - 0s 8ms/step - loss: 9.5328 - mape: 9.5328\n","2/2 [==============================] - 0s 10ms/step - loss: 9.8129 - mape: 9.8129\n","2/2 [==============================] - 0s 8ms/step - loss: 11.5340 - mape: 11.5340\n","2/2 [==============================] - 0s 13ms/step - loss: 7.5086 - mape: 7.5086\n","2/2 [==============================] - 0s 14ms/step - loss: 8.1339 - mape: 8.1339\n","2/2 [==============================] - 0s 8ms/step - loss: 6.1751 - mape: 6.1751\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 97\n","alpha: [5.         5.11260653]\n","beta: [6.         5.14034939]\n","delta: [6.         4.45055437]\n","2/2 [==============================] - 0s 5ms/step - loss: 6.4584 - mape: 6.4584\n","2/2 [==============================] - 0s 3ms/step - loss: 10.6948 - mape: 10.6948\n","2/2 [==============================] - 0s 15ms/step - loss: 7.7448 - mape: 7.7448\n","2/2 [==============================] - 0s 4ms/step - loss: 9.7142 - mape: 9.7142\n","2/2 [==============================] - 0s 12ms/step - loss: 7.0619 - mape: 7.0619\n","2/2 [==============================] - 0s 7ms/step - loss: 7.6934 - mape: 7.6934\n","2/2 [==============================] - 0s 3ms/step - loss: 9.2896 - mape: 9.2896\n","2/2 [==============================] - 0s 4ms/step - loss: 6.2274 - mape: 6.2274\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 0x7f615bacc950>\n"," <GreyWolf.GreyWolf object at 0x7f615b6cfd10>\n"," <GreyWolf.GreyWolf object at 0x7f615476f990>\n"," <GreyWolf.GreyWolf object at 0x7f615b74eb10>]\n","[1. 3. 1. 1. 1.]\n","[1. 3. 1. 1.]\n","\n","Iteration: 98\n","alpha: [5.         5.11260653]\n","beta: [5.         5.41717291]\n","delta: [6.         5.14034939]\n","2/2 [==============================] - 0s 4ms/step - loss: 11.3049 - mape: 11.3049\n","2/2 [==============================] - 0s 14ms/step - loss: 9.2016 - mape: 9.2016\n","2/2 [==============================] - 0s 13ms/step - loss: 7.8515 - mape: 7.8515\n","2/2 [==============================] - 0s 3ms/step - loss: 11.3747 - mape: 11.3747\n","2/2 [==============================] - 0s 3ms/step - loss: 7.6528 - mape: 7.6528\n","2/2 [==============================] - 0s 13ms/step - loss: 8.6940 - mape: 8.6940\n","2/2 [==============================] - 0s 8ms/step - loss: 7.9869 - mape: 7.9869\n","2/2 [==============================] - 0s 4ms/step - loss: 5.5902 - mape: 5.5902\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a28a050>\n"," <GreyWolf.GreyWolf object at 0x7f615bb86d50>\n"," <GreyWolf.GreyWolf object at 0x7f615b65b490>\n"," <GreyWolf.GreyWolf object at 0x7f6151e46f90>\n"," <GreyWolf.GreyWolf object at 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11.4863 - mape: 11.4863\n","\n","\n","Dataset :  Zoo\n","1/1 [==============================] - 0s 128ms/step - loss: 11.1946 - mape: 11.1946\n","1/1 [==============================] - 0s 127ms/step - loss: 13.4288 - mape: 13.4288\n","1/1 [==============================] - 0s 453ms/step - loss: 16.4869 - mape: 16.4869\n","1/1 [==============================] - 0s 144ms/step - loss: 12.6241 - mape: 12.6241\n","1/1 [==============================] - 0s 138ms/step - loss: 19.2435 - mape: 19.2435\n","1/1 [==============================] - 0s 129ms/step - loss: 9.7238 - mape: 9.7238\n","1/1 [==============================] - 0s 128ms/step - loss: 14.6517 - mape: 14.6517\n","1/1 [==============================] - 0s 129ms/step - loss: 18.6021 - mape: 18.6021\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b674cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b457d90>]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [ 5.         16.48685646]\n","beta: [9.         9.72381687]\n","delta: [ 6.         13.42879772]\n","1/1 [==============================] - 0s 129ms/step - loss: 13.8735 - mape: 13.8735\n","1/1 [==============================] - 0s 127ms/step - loss: 22.0333 - mape: 22.0333\n","1/1 [==============================] - 0s 134ms/step - loss: 8.8905 - mape: 8.8905\n","1/1 [==============================] - 0s 132ms/step - loss: 29.7826 - mape: 29.7826\n","1/1 [==============================] - 0s 132ms/step - loss: 15.7229 - mape: 15.7229\n","1/1 [==============================] - 0s 133ms/step - loss: 10.6496 - mape: 10.6496\n","1/1 [==============================] - 0s 131ms/step - loss: 9.2213 - mape: 9.2213\n","1/1 [==============================] - 0s 135ms/step - loss: 9.4100 - mape: 9.4100\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b674cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f615bad08d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bbaec90>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 1\n","alpha: [9.         8.89052773]\n","beta: [ 6.         13.42879772]\n","delta: [ 5.         16.48685646]\n","1/1 [==============================] - 0s 130ms/step - loss: 11.2839 - mape: 11.2839\n","1/1 [==============================] - 0s 128ms/step - loss: 8.1458 - mape: 8.1458\n","1/1 [==============================] - 0s 135ms/step - loss: 7.8345 - mape: 7.8345\n","1/1 [==============================] - 0s 129ms/step - loss: 10.5186 - mape: 10.5186\n","1/1 [==============================] - 0s 129ms/step - loss: 10.2412 - mape: 10.2412\n","1/1 [==============================] - 0s 449ms/step - loss: 11.5680 - mape: 11.5680\n","1/1 [==============================] - 0s 133ms/step - loss: 13.2228 - mape: 13.2228\n","1/1 [==============================] - 0s 133ms/step - loss: 11.3923 - mape: 11.3923\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f615bad08d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b7f0d10>\n"," <GreyWolf.GreyWolf object at 0x7f6154813410>\n"," <GreyWolf.GreyWolf object at 0x7f615a2db550>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 2\n","alpha: [ 5.         16.48685646]\n","beta: [9.         8.89052773]\n","delta: [ 7.         10.51858616]\n","1/1 [==============================] - 0s 137ms/step - loss: 11.3510 - mape: 11.3510\n","1/1 [==============================] - 0s 128ms/step - loss: 9.1472 - mape: 9.1472\n","1/1 [==============================] - 0s 143ms/step - loss: 5.3921 - mape: 5.3921\n","1/1 [==============================] - 0s 145ms/step - loss: 11.0521 - mape: 11.0521\n","1/1 [==============================] - 0s 134ms/step - loss: 10.9732 - mape: 10.9732\n","1/1 [==============================] - 0s 129ms/step - loss: 12.7596 - mape: 12.7596\n","1/1 [==============================] - 0s 134ms/step - loss: 11.1592 - mape: 11.1592\n","1/1 [==============================] - 0s 132ms/step - loss: 7.4158 - mape: 7.4158\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2db550>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f615bad08d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151c59110>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 3\n","alpha: [8.        5.3921361]\n","beta: [7.         9.14718342]\n","delta: [ 6.         13.22278404]\n","1/1 [==============================] - 0s 136ms/step - loss: 10.6552 - mape: 10.6552\n","1/1 [==============================] - 0s 129ms/step - loss: 7.0675 - mape: 7.0675\n","1/1 [==============================] - 0s 132ms/step - loss: 12.0830 - mape: 12.0830\n","1/1 [==============================] - 0s 130ms/step - loss: 7.4045 - mape: 7.4045\n","1/1 [==============================] - 0s 127ms/step - loss: 16.1928 - mape: 16.1928\n","1/1 [==============================] - 0s 134ms/step - loss: 8.1948 - mape: 8.1948\n","1/1 [==============================] - 0s 141ms/step - loss: 4.6630 - mape: 4.6630\n","1/1 [==============================] - 0s 131ms/step - loss: 10.2262 - mape: 10.2262\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2db550>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6151c59110>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 4\n","alpha: [ 5.         16.48685646]\n","beta: [ 6.         13.22278404]\n","delta: [7.         9.14718342]\n","1/1 [==============================] - 0s 448ms/step - loss: 16.0288 - mape: 16.0288\n","1/1 [==============================] - 0s 145ms/step - loss: 10.1803 - mape: 10.1803\n","1/1 [==============================] - 0s 136ms/step - loss: 10.2354 - mape: 10.2354\n","1/1 [==============================] - 0s 127ms/step - loss: 8.2473 - mape: 8.2473\n","1/1 [==============================] - 0s 132ms/step - loss: 12.4481 - mape: 12.4481\n","1/1 [==============================] - 0s 131ms/step - loss: 16.2889 - mape: 16.2889\n","1/1 [==============================] - 0s 133ms/step - loss: 11.3419 - mape: 11.3419\n","1/1 [==============================] - 0s 130ms/step - loss: 8.1337 - mape: 8.1337\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6151a59cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6151e87590>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 5\n","alpha: [7.        8.1337347]\n","beta: [ 6.         11.34185505]\n","delta: [8.        5.3921361]\n","1/1 [==============================] - 0s 132ms/step - loss: 13.8473 - mape: 13.8473\n","1/1 [==============================] - 0s 131ms/step - loss: 8.8540 - mape: 8.8540\n","1/1 [==============================] - 0s 132ms/step - loss: 10.0639 - mape: 10.0639\n","1/1 [==============================] - 0s 132ms/step - loss: 9.9822 - mape: 9.9822\n","1/1 [==============================] - 0s 130ms/step - loss: 12.5434 - mape: 12.5434\n","1/1 [==============================] - 0s 130ms/step - loss: 14.4209 - mape: 14.4209\n","1/1 [==============================] - 0s 130ms/step - loss: 12.0637 - mape: 12.0637\n","1/1 [==============================] - 0s 127ms/step - loss: 11.6921 - mape: 11.6921\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6151e87590>\n"," <GreyWolf.GreyWolf object at 0x7f6151a59cd0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 6\n","alpha: [ 5.         16.48685646]\n","beta: [7.         4.66296864]\n","delta: [8.        5.3921361]\n","1/1 [==============================] - 0s 131ms/step - loss: 6.7724 - mape: 6.7724\n","1/1 [==============================] - 0s 129ms/step - loss: 8.2581 - mape: 8.2581\n","1/1 [==============================] - 0s 127ms/step - loss: 15.8335 - mape: 15.8335\n","1/1 [==============================] - 0s 387ms/step - loss: 12.0662 - mape: 12.0662\n","1/1 [==============================] - 0s 134ms/step - loss: 15.7269 - mape: 15.7269\n","1/1 [==============================] - 0s 135ms/step - loss: 6.0904 - mape: 6.0904\n","1/1 [==============================] - 0s 131ms/step - loss: 13.7822 - mape: 13.7822\n","1/1 [==============================] - 0s 136ms/step - loss: 7.9398 - mape: 7.9398\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6151a59cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a229fd0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 7\n","alpha: [ 5.         16.48685646]\n","beta: [8.        5.3921361]\n","delta: [ 6.         11.34185505]\n","1/1 [==============================] - 0s 132ms/step - loss: 11.4898 - mape: 11.4898\n","1/1 [==============================] - 0s 137ms/step - loss: 8.8240 - mape: 8.8240\n","1/1 [==============================] - 0s 131ms/step - loss: 13.1803 - mape: 13.1803\n","1/1 [==============================] - 0s 128ms/step - loss: 19.4915 - mape: 19.4915\n","1/1 [==============================] - 0s 130ms/step - loss: 18.6571 - mape: 18.6571\n","1/1 [==============================] - 0s 130ms/step - loss: 12.4616 - mape: 12.4616\n","1/1 [==============================] - 0s 133ms/step - loss: 9.9257 - mape: 9.9257\n","1/1 [==============================] - 0s 128ms/step - loss: 12.8177 - mape: 12.8177\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a229fd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 8\n","alpha: [7.         6.09039211]\n","beta: [8.        5.3921361]\n","delta: [ 5.         16.48685646]\n","1/1 [==============================] - 0s 143ms/step - loss: 7.2842 - mape: 7.2842\n","1/1 [==============================] - 0s 133ms/step - loss: 11.8065 - mape: 11.8065\n","1/1 [==============================] - 0s 129ms/step - loss: 6.1061 - mape: 6.1061\n","1/1 [==============================] - 0s 137ms/step - loss: 11.8033 - mape: 11.8033\n","1/1 [==============================] - 0s 132ms/step - loss: 8.9719 - mape: 8.9719\n","1/1 [==============================] - 0s 133ms/step - loss: 12.4748 - mape: 12.4748\n","1/1 [==============================] - 0s 125ms/step - loss: 10.3670 - mape: 10.3670\n","1/1 [==============================] - 0s 135ms/step - loss: 11.9919 - mape: 11.9919\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a229fd0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 9\n","alpha: [5.         9.92569637]\n","beta: [7.         4.66296864]\n","delta: [ 5.         16.48685646]\n","1/1 [==============================] - 0s 133ms/step - loss: 8.4418 - mape: 8.4418\n","1/1 [==============================] - 0s 129ms/step - loss: 7.8600 - mape: 7.8600\n","1/1 [==============================] - 0s 128ms/step - loss: 5.6098 - mape: 5.6098\n","1/1 [==============================] - 0s 127ms/step - loss: 13.4132 - mape: 13.4132\n","1/1 [==============================] - 0s 140ms/step - loss: 20.1058 - mape: 20.1058\n","1/1 [==============================] - 0s 141ms/step - loss: 13.3262 - mape: 13.3262\n","1/1 [==============================] - 0s 129ms/step - loss: 11.6699 - mape: 11.6699\n","1/1 [==============================] - 0s 140ms/step - loss: 11.2425 - mape: 11.2425\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 10\n","alpha: [8.        5.3921361]\n","beta: [7.         4.66296864]\n","delta: [ 5.  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1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 12\n","alpha: [7.         4.66296864]\n","beta: [ 5.         16.48685646]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 131ms/step - loss: 7.2369 - mape: 7.2369\n","1/1 [==============================] - 0s 129ms/step - loss: 9.1115 - mape: 9.1115\n","1/1 [==============================] - 0s 135ms/step - loss: 10.5655 - mape: 10.5655\n","1/1 [==============================] - 0s 132ms/step - loss: 8.1185 - mape: 8.1185\n","1/1 [==============================] - 0s 128ms/step - loss: 20.3293 - mape: 20.3293\n","1/1 [==============================] - 0s 127ms/step - loss: 9.6173 - mape: 9.6173\n","1/1 [==============================] - 0s 130ms/step - loss: 10.2373 - mape: 10.2373\n","1/1 [==============================] - 0s 130ms/step - loss: 16.8543 - mape: 16.8543\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 13\n","alpha: [6.         5.60980463]\n","beta: [7.         4.66296864]\n","delta: [8.        5.3921361]\n","1/1 [==============================] - 0s 134ms/step - loss: 8.7151 - mape: 8.7151\n","1/1 [==============================] - 0s 146ms/step - loss: 11.6852 - mape: 11.6852\n","1/1 [==============================] - 0s 131ms/step - loss: 5.7935 - mape: 5.7935\n","1/1 [==============================] - 0s 130ms/step - loss: 17.7134 - mape: 17.7134\n","1/1 [==============================] - 0s 132ms/step - loss: 15.2982 - mape: 15.2982\n","1/1 [==============================] - 0s 132ms/step - loss: 9.4605 - mape: 9.4605\n","1/1 [==============================] - 0s 132ms/step - loss: 11.4354 - mape: 11.4354\n","1/1 [==============================] - 0s 129ms/step - loss: 6.9352 - mape: 6.9352\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 14\n","alpha: [5.         9.92569637]\n","beta: [7.         4.66296864]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 137ms/step - loss: 8.5086 - mape: 8.5086\n","1/1 [==============================] - 0s 126ms/step - loss: 21.1604 - mape: 21.1604\n","1/1 [==============================] - 0s 128ms/step - loss: 13.7279 - mape: 13.7279\n","1/1 [==============================] - 0s 135ms/step - loss: 6.0337 - mape: 6.0337\n","1/1 [==============================] - 0s 134ms/step - loss: 9.1458 - mape: 9.1458\n","1/1 [==============================] - 0s 133ms/step - loss: 10.0109 - mape: 10.0109\n","1/1 [==============================] - 0s 130ms/step - loss: 11.1274 - mape: 11.1274\n","1/1 [==============================] - 0s 130ms/step - loss: 16.1476 - mape: 16.1476\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 15\n","alpha: [8.        5.3921361]\n","beta: [7.         4.66296864]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 137ms/step - loss: 9.6494 - mape: 9.6494\n","1/1 [==============================] - 0s 134ms/step - loss: 9.8373 - mape: 9.8373\n","1/1 [==============================] - 0s 131ms/step - loss: 12.5274 - mape: 12.5274\n","1/1 [==============================] - 0s 135ms/step - loss: 5.9574 - mape: 5.9574\n","1/1 [==============================] - 0s 128ms/step - loss: 7.3449 - mape: 7.3449\n","1/1 [==============================] - 0s 132ms/step - loss: 9.9097 - mape: 9.9097\n","1/1 [==============================] - 0s 127ms/step - loss: 13.7135 - mape: 13.7135\n","1/1 [==============================] - 0s 128ms/step - loss: 12.8446 - mape: 12.8446\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 16\n","alpha: [7.         4.66296864]\n","beta: [ 5.         16.48685646]\n","delta: [8.        5.3921361]\n","1/1 [==============================] - 0s 129ms/step - loss: 7.8730 - mape: 7.8730\n","1/1 [==============================] - 0s 128ms/step - loss: 8.9155 - mape: 8.9155\n","1/1 [==============================] - 0s 131ms/step - loss: 12.6576 - mape: 12.6576\n","1/1 [==============================] - 0s 129ms/step - loss: 6.6706 - mape: 6.6706\n","1/1 [==============================] - 0s 136ms/step - loss: 7.4654 - mape: 7.4654\n","1/1 [==============================] - 0s 129ms/step - loss: 8.1644 - mape: 8.1644\n","1/1 [==============================] - 0s 134ms/step - loss: 18.7028 - mape: 18.7028\n","1/1 [==============================] - 0s 136ms/step - loss: 14.8958 - mape: 14.8958\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive 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10.6225 - mape: 10.6225\n","1/1 [==============================] - 0s 137ms/step - loss: 8.5765 - mape: 8.5765\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615b60d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 18\n","alpha: [8.        5.3921361]\n","beta: [ 5.         16.48685646]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 130ms/step - loss: 9.4387 - mape: 9.4387\n","1/1 [==============================] - 0s 128ms/step - loss: 7.1214 - mape: 7.1214\n","1/1 [==============================] - 0s 124ms/step - loss: 4.9210 - mape: 4.9210\n","1/1 [==============================] - 0s 132ms/step - loss: 12.2034 - mape: 12.2034\n","1/1 [==============================] - 0s 128ms/step - loss: 15.9328 - mape: 15.9328\n","1/1 [==============================] - 0s 134ms/step - loss: 8.6745 - mape: 8.6745\n","1/1 [==============================] - 0s 132ms/step - loss: 9.1707 - mape: 9.1707\n","1/1 [==============================] - 0s 130ms/step - loss: 10.9276 - mape: 10.9276\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 19\n","alpha: [8.        5.3921361]\n","beta: [ 5.         16.48685646]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 127ms/step - loss: 6.5602 - mape: 6.5602\n","1/1 [==============================] - 0s 139ms/step - loss: 16.8546 - mape: 16.8546\n","1/1 [==============================] - 0s 130ms/step - loss: 12.0735 - mape: 12.0735\n","1/1 [==============================] - 0s 134ms/step - loss: 7.4109 - mape: 7.4109\n","1/1 [==============================] - 0s 127ms/step - loss: 8.7272 - mape: 8.7272\n","1/1 [==============================] - 0s 127ms/step - loss: 9.2363 - mape: 9.2363\n","1/1 [==============================] - 0s 138ms/step - loss: 8.4319 - mape: 8.4319\n","1/1 [==============================] - 0s 136ms/step - loss: 12.0265 - mape: 12.0265\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 20\n","alpha: [7.         4.66296864]\n","beta: [6.         5.60980463]\n","delta: [8.        5.3921361]\n","1/1 [==============================] - 0s 128ms/step - loss: 9.2000 - mape: 9.2000\n","1/1 [==============================] - 0s 128ms/step - loss: 17.0472 - mape: 17.0472\n","1/1 [==============================] - 0s 137ms/step - loss: 11.5966 - mape: 11.5966\n","1/1 [==============================] - 0s 128ms/step - loss: 13.7063 - mape: 13.7063\n","1/1 [==============================] - 0s 129ms/step - loss: 11.4406 - mape: 11.4406\n","1/1 [==============================] - 0s 133ms/step - loss: 13.6202 - mape: 13.6202\n","1/1 [==============================] - 0s 131ms/step - loss: 6.3867 - mape: 6.3867\n","1/1 [==============================] - 0s 129ms/step - loss: 14.5179 - mape: 14.5179\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 21\n","alpha: [6.         5.60980463]\n","beta: [7.         4.66296864]\n","delta: [5.         7.12138271]\n","1/1 [==============================] - 0s 130ms/step - loss: 7.5679 - mape: 7.5679\n","1/1 [==============================] - 0s 124ms/step - loss: 11.1939 - mape: 11.1939\n","1/1 [==============================] - 0s 128ms/step - loss: 11.0529 - mape: 11.0529\n","1/1 [==============================] - 0s 132ms/step - loss: 13.0732 - mape: 13.0732\n","1/1 [==============================] - 0s 132ms/step - loss: 18.4829 - mape: 18.4829\n","1/1 [==============================] - 0s 134ms/step - loss: 8.1381 - mape: 8.1381\n","1/1 [==============================] - 0s 127ms/step - loss: 9.0836 - mape: 9.0836\n","1/1 [==============================] - 0s 129ms/step - loss: 14.0531 - mape: 14.0531\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 22\n","alpha: [ 5.         16.48685646]\n","beta: [7.         4.66296864]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 127ms/step - loss: 13.6866 - mape: 13.6866\n","1/1 [==============================] - 0s 136ms/step - loss: 16.5140 - mape: 16.5140\n","1/1 [==============================] - 0s 133ms/step - loss: 10.2927 - mape: 10.2927\n","1/1 [==============================] - 0s 130ms/step - loss: 16.2330 - mape: 16.2330\n","1/1 [==============================] - 0s 138ms/step - loss: 8.7446 - mape: 8.7446\n","1/1 [==============================] - 0s 132ms/step - loss: 10.5872 - mape: 10.5872\n","1/1 [==============================] - 0s 129ms/step - loss: 7.8760 - mape: 7.8760\n","1/1 [==============================] - 0s 128ms/step - loss: 10.3941 - mape: 10.3941\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 23\n","alpha: [7.         4.66296864]\n","beta: [ 5.         16.48685646]\n","delta: [8.        5.3921361]\n","1/1 [==============================] - 0s 125ms/step - loss: 14.1715 - mape: 14.1715\n","1/1 [==============================] - 0s 128ms/step - loss: 12.1801 - mape: 12.1801\n","1/1 [==============================] - 0s 127ms/step - loss: 6.8404 - mape: 6.8404\n","1/1 [==============================] - 0s 127ms/step - loss: 11.4929 - mape: 11.4929\n","1/1 [==============================] - 0s 148ms/step - loss: 13.2453 - mape: 13.2453\n","1/1 [==============================] - 0s 126ms/step - loss: 8.7696 - mape: 8.7696\n","1/1 [==============================] - 0s 126ms/step - loss: 13.7515 - mape: 13.7515\n","1/1 [==============================] - 0s 148ms/step - loss: 10.6220 - mape: 10.6220\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 24\n","alpha: [6.         5.60980463]\n","beta: [5.         7.12138271]\n","delta: [ 5.         16.48685646]\n","1/1 [==============================] - 0s 128ms/step - loss: 11.9653 - mape: 11.9653\n","1/1 [==============================] - 0s 129ms/step - loss: 9.3594 - mape: 9.3594\n","1/1 [==============================] - 0s 125ms/step - loss: 8.3439 - mape: 8.3439\n","1/1 [==============================] - 0s 126ms/step - loss: 8.9570 - mape: 8.9570\n","1/1 [==============================] - 0s 137ms/step - loss: 12.1616 - mape: 12.1616\n","1/1 [==============================] - 0s 136ms/step - loss: 11.5764 - mape: 11.5764\n","1/1 [==============================] - 0s 129ms/step - loss: 17.2586 - mape: 17.2586\n","1/1 [==============================] - 0s 131ms/step - loss: 15.9261 - mape: 15.9261\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 25\n","alpha: [5.         7.12138271]\n","beta: [7.         4.66296864]\n","delta: [8.        5.3921361]\n","1/1 [==============================] - 0s 139ms/step - loss: 9.2746 - mape: 9.2746\n","1/1 [==============================] - 0s 128ms/step - loss: 6.9914 - mape: 6.9914\n","1/1 [==============================] - 0s 133ms/step - loss: 8.7367 - mape: 8.7367\n","1/1 [==============================] - 0s 125ms/step - loss: 7.2870 - mape: 7.2870\n","1/1 [==============================] - 0s 129ms/step - loss: 13.2222 - mape: 13.2222\n","1/1 [==============================] - 0s 126ms/step - loss: 11.6930 - mape: 11.6930\n","1/1 [==============================] - 0s 127ms/step - loss: 13.7469 - mape: 13.7469\n","1/1 [==============================] - 0s 133ms/step - loss: 8.0926 - mape: 8.0926\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615b46bb10>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 26\n","alpha: [ 5.         16.48685646]\n","beta: [5.         7.12138271]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 129ms/step - loss: 9.1921 - mape: 9.1921\n","1/1 [==============================] - 0s 129ms/step - loss: 7.8081 - mape: 7.8081\n","1/1 [==============================] - 0s 140ms/step - loss: 15.5658 - mape: 15.5658\n","1/1 [==============================] - 0s 139ms/step - loss: 13.9842 - mape: 13.9842\n","1/1 [==============================] - 0s 131ms/step - loss: 19.1770 - mape: 19.1770\n","1/1 [==============================] - 0s 126ms/step - loss: 11.2929 - mape: 11.2929\n","1/1 [==============================] - 0s 133ms/step - loss: 11.6437 - mape: 11.6437\n","1/1 [==============================] - 0s 128ms/step - loss: 14.2311 - mape: 14.2311\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 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130ms/step - loss: 16.7311 - mape: 16.7311\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 28\n","alpha: [6.         5.60980463]\n","beta: [ 4.         11.64370346]\n","delta: [5.         7.12138271]\n","1/1 [==============================] - 0s 128ms/step - loss: 7.5641 - mape: 7.5641\n","1/1 [==============================] - 0s 131ms/step - loss: 9.6462 - mape: 9.6462\n","1/1 [==============================] - 0s 135ms/step - loss: 15.0300 - mape: 15.0300\n","1/1 [==============================] - 0s 132ms/step - loss: 10.0556 - mape: 10.0556\n","1/1 [==============================] - 0s 157ms/step - loss: 15.9337 - mape: 15.9337\n","1/1 [==============================] - 0s 136ms/step - loss: 7.8355 - mape: 7.8355\n","1/1 [==============================] - 0s 135ms/step - loss: 12.3649 - mape: 12.3649\n","1/1 [==============================] - 0s 128ms/step - loss: 9.5270 - mape: 9.5270\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 29\n","alpha: [5.         7.12138271]\n","beta: [6.         5.60980463]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 131ms/step - loss: 8.7234 - mape: 8.7234\n","1/1 [==============================] - 0s 138ms/step - loss: 10.7940 - mape: 10.7940\n","1/1 [==============================] - 0s 127ms/step - loss: 12.8543 - mape: 12.8543\n","1/1 [==============================] - 0s 132ms/step - loss: 10.7216 - mape: 10.7216\n","1/1 [==============================] - 0s 133ms/step - loss: 7.3462 - mape: 7.3462\n","1/1 [==============================] - 0s 130ms/step - loss: 14.5476 - mape: 14.5476\n","1/1 [==============================] - 0s 133ms/step - loss: 6.1990 - mape: 6.1990\n","1/1 [==============================] - 0s 138ms/step - loss: 8.8789 - mape: 8.8789\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 30\n","alpha: [8.        5.3921361]\n","beta: [6.         5.60980463]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 138ms/step - loss: 12.0423 - mape: 12.0423\n","1/1 [==============================] - 0s 125ms/step - loss: 12.8108 - mape: 12.8108\n","1/1 [==============================] - 0s 133ms/step - loss: 11.0641 - mape: 11.0641\n","1/1 [==============================] - 0s 143ms/step - loss: 14.9989 - mape: 14.9989\n","1/1 [==============================] - 0s 129ms/step - loss: 10.2257 - mape: 10.2257\n","1/1 [==============================] - 0s 129ms/step - loss: 10.0221 - mape: 10.0221\n","1/1 [==============================] - 0s 131ms/step - loss: 11.3571 - mape: 11.3571\n","1/1 [==============================] - 0s 133ms/step - loss: 17.0059 - mape: 17.0059\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 31\n","alpha: [6.         5.60980463]\n","beta: [5.         7.12138271]\n","delta: [8.        5.3921361]\n","1/1 [==============================] - 0s 466ms/step - loss: 9.7982 - mape: 9.7982\n","1/1 [==============================] - 0s 133ms/step - loss: 8.3211 - mape: 8.3211\n","1/1 [==============================] - 0s 130ms/step - loss: 14.2833 - mape: 14.2833\n","1/1 [==============================] - 0s 145ms/step - loss: 8.1562 - mape: 8.1562\n","1/1 [==============================] - 0s 129ms/step - loss: 10.0344 - mape: 10.0344\n","1/1 [==============================] - 0s 133ms/step - loss: 9.5662 - mape: 9.5662\n","1/1 [==============================] - 0s 133ms/step - loss: 7.8453 - mape: 7.8453\n","1/1 [==============================] - 0s 135ms/step - loss: 13.7929 - mape: 13.7929\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 32\n","alpha: [6.         5.60980463]\n","beta: [5.         7.12138271]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 130ms/step - loss: 10.6090 - mape: 10.6090\n","1/1 [==============================] - 0s 140ms/step - loss: 12.5140 - mape: 12.5140\n","1/1 [==============================] - 0s 131ms/step - loss: 16.9817 - mape: 16.9817\n","1/1 [==============================] - 0s 133ms/step - loss: 19.8500 - mape: 19.8500\n","1/1 [==============================] - 0s 128ms/step - loss: 15.8069 - mape: 15.8069\n","1/1 [==============================] - 0s 136ms/step - loss: 15.4024 - mape: 15.4024\n","1/1 [==============================] - 0s 141ms/step - loss: 9.5124 - mape: 9.5124\n","1/1 [==============================] - 0s 129ms/step - loss: 11.6019 - mape: 11.6019\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 33\n","alpha: [8.        5.3921361]\n","beta: [5.         7.12138271]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 129ms/step - loss: 6.8619 - mape: 6.8619\n","1/1 [==============================] - 0s 127ms/step - loss: 11.0090 - mape: 11.0090\n","1/1 [==============================] - 0s 129ms/step - loss: 10.0065 - mape: 10.0065\n","1/1 [==============================] - 0s 131ms/step - loss: 12.4416 - mape: 12.4416\n","1/1 [==============================] - 0s 141ms/step - loss: 13.1172 - mape: 13.1172\n","1/1 [==============================] - 0s 129ms/step - loss: 10.9846 - mape: 10.9846\n","1/1 [==============================] - 0s 131ms/step - loss: 8.3238 - mape: 8.3238\n","1/1 [==============================] - 0s 130ms/step - loss: 11.3870 - mape: 11.3870\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 34\n","alpha: [6.         5.60980463]\n","beta: [5.         7.12138271]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 137ms/step - loss: 15.1382 - mape: 15.1382\n","1/1 [==============================] - 0s 140ms/step - loss: 12.6506 - mape: 12.6506\n","1/1 [==============================] - 0s 134ms/step - loss: 14.4307 - mape: 14.4307\n","1/1 [==============================] - 0s 139ms/step - loss: 10.1192 - mape: 10.1192\n","1/1 [==============================] - 0s 138ms/step - loss: 13.3525 - mape: 13.3525\n","1/1 [==============================] - 0s 130ms/step - loss: 9.2178 - mape: 9.2178\n","1/1 [==============================] - 0s 127ms/step - loss: 13.1770 - mape: 13.1770\n","1/1 [==============================] - 0s 129ms/step - loss: 12.5247 - mape: 12.5247\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 35\n","alpha: [ 4.         11.64370346]\n","beta: [7.         4.66296864]\n","delta: [5.         7.12138271]\n","1/1 [==============================] - 0s 126ms/step - loss: 10.1484 - mape: 10.1484\n","1/1 [==============================] - 0s 130ms/step - loss: 9.9021 - mape: 9.9021\n","1/1 [==============================] - 0s 129ms/step - loss: 14.8064 - mape: 14.8064\n","1/1 [==============================] - 0s 124ms/step - loss: 10.6271 - mape: 10.6271\n","1/1 [==============================] - 0s 127ms/step - loss: 11.3744 - mape: 11.3744\n","1/1 [==============================] - 0s 126ms/step - loss: 9.4339 - mape: 9.4339\n","1/1 [==============================] - 0s 132ms/step - loss: 12.0226 - mape: 12.0226\n","1/1 [==============================] - 0s 138ms/step - loss: 11.0279 - mape: 11.0279\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154b0d290>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 36\n","alpha: [ 4.         11.64370346]\n","beta: [8.        5.3921361]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 129ms/step - loss: 14.3357 - mape: 14.3357\n","1/1 [==============================] - 0s 129ms/step - loss: 13.6478 - mape: 13.6478\n","1/1 [==============================] - 0s 126ms/step - loss: 14.9829 - mape: 14.9829\n","1/1 [==============================] - 0s 133ms/step - loss: 9.9888 - mape: 9.9888\n","1/1 [==============================] - 0s 136ms/step - loss: 10.1726 - mape: 10.1726\n","1/1 [==============================] - 0s 137ms/step - loss: 11.2753 - mape: 11.2753\n","1/1 [==============================] - 0s 133ms/step - loss: 8.1988 - mape: 8.1988\n","1/1 [==============================] - 0s 136ms/step - loss: 7.6451 - mape: 7.6451\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 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loss: 15.1241 - mape: 15.1241\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151d40ad0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 38\n","alpha: [5.         7.12138271]\n","beta: [6.         5.60980463]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 125ms/step - loss: 6.4503 - mape: 6.4503\n","1/1 [==============================] - 0s 129ms/step - loss: 9.5130 - mape: 9.5130\n","1/1 [==============================] - 0s 148ms/step - loss: 7.6205 - mape: 7.6205\n","1/1 [==============================] - 0s 127ms/step - loss: 8.2930 - mape: 8.2930\n","1/1 [==============================] - 0s 127ms/step - loss: 18.1120 - mape: 18.1120\n","1/1 [==============================] - 0s 129ms/step - loss: 12.4382 - mape: 12.4382\n","1/1 [==============================] - 0s 130ms/step - loss: 13.7498 - mape: 13.7498\n","1/1 [==============================] - 0s 127ms/step - loss: 19.1045 - mape: 19.1045\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151d40ad0>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 39\n","alpha: [5.         7.12138271]\n","beta: [7.         4.66296864]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 133ms/step - loss: 12.3576 - mape: 12.3576\n","1/1 [==============================] - 0s 128ms/step - loss: 9.9540 - mape: 9.9540\n","1/1 [==============================] - 0s 128ms/step - loss: 7.3516 - mape: 7.3516\n","1/1 [==============================] - 0s 133ms/step - loss: 9.0187 - mape: 9.0187\n","1/1 [==============================] - 0s 130ms/step - loss: 10.3686 - mape: 10.3686\n","1/1 [==============================] - 0s 127ms/step - loss: 20.4094 - mape: 20.4094\n","1/1 [==============================] - 0s 124ms/step - loss: 13.2738 - mape: 13.2738\n","1/1 [==============================] - 0s 134ms/step - loss: 6.3210 - mape: 6.3210\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151d40ad0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 40\n","alpha: [8.         4.44641209]\n","beta: [5.         7.12138271]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 128ms/step - loss: 7.1724 - mape: 7.1724\n","1/1 [==============================] - 0s 129ms/step - loss: 15.0452 - mape: 15.0452\n","1/1 [==============================] - 0s 129ms/step - loss: 7.5129 - mape: 7.5129\n","1/1 [==============================] - 0s 126ms/step - loss: 9.0803 - mape: 9.0803\n","1/1 [==============================] - 0s 128ms/step - loss: 14.7561 - mape: 14.7561\n","1/1 [==============================] - 0s 134ms/step - loss: 16.3281 - mape: 16.3281\n","1/1 [==============================] - 0s 131ms/step - loss: 9.4070 - mape: 9.4070\n","1/1 [==============================] - 0s 129ms/step - loss: 7.6967 - mape: 7.6967\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151d40ad0>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 41\n","alpha: [ 4.         11.64370346]\n","beta: [8.         4.44641209]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 131ms/step - loss: 13.9931 - mape: 13.9931\n","1/1 [==============================] - 0s 131ms/step - loss: 11.1510 - mape: 11.1510\n","1/1 [==============================] - 0s 127ms/step - loss: 12.7778 - mape: 12.7778\n","1/1 [==============================] - 0s 135ms/step - loss: 8.2034 - mape: 8.2034\n","1/1 [==============================] - 0s 135ms/step - loss: 10.3692 - mape: 10.3692\n","1/1 [==============================] - 0s 128ms/step - loss: 11.6663 - mape: 11.6663\n","1/1 [==============================] - 0s 132ms/step - loss: 8.9362 - mape: 8.9362\n","1/1 [==============================] - 0s 135ms/step - loss: 13.3289 - mape: 13.3289\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151d40ad0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 42\n","alpha: [ 4.         11.64370346]\n","beta: [7.         4.66296864]\n","delta: [6.         5.60980463]\n","1/1 [==============================] - 0s 128ms/step - loss: 17.0619 - mape: 17.0619\n","1/1 [==============================] - 0s 132ms/step - loss: 11.6777 - mape: 11.6777\n","1/1 [==============================] - 0s 129ms/step - loss: 6.2560 - mape: 6.2560\n","1/1 [==============================] - 0s 133ms/step - loss: 8.8572 - mape: 8.8572\n","1/1 [==============================] - 0s 133ms/step - loss: 7.8980 - mape: 7.8980\n","1/1 [==============================] - 0s 124ms/step - loss: 10.7204 - mape: 10.7204\n","1/1 [==============================] - 0s 137ms/step - loss: 7.1320 - mape: 7.1320\n","1/1 [==============================] - 0s 133ms/step - loss: 4.2156 - mape: 4.2156\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61554407d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 43\n","alpha: [ 4.         11.64370346]\n","beta: [5.         7.12138271]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 134ms/step - loss: 8.6231 - mape: 8.6231\n","1/1 [==============================] - 0s 137ms/step - loss: 9.3612 - mape: 9.3612\n","1/1 [==============================] - 0s 131ms/step - loss: 6.8275 - mape: 6.8275\n","1/1 [==============================] - 0s 128ms/step - loss: 6.7248 - mape: 6.7248\n","1/1 [==============================] - 0s 126ms/step - loss: 12.0483 - mape: 12.0483\n","1/1 [==============================] - 0s 135ms/step - loss: 9.9337 - mape: 9.9337\n","1/1 [==============================] - 0s 134ms/step - loss: 11.7428 - mape: 11.7428\n","1/1 [==============================] - 0s 131ms/step - loss: 9.8008 - mape: 9.8008\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 44\n","alpha: [7.         4.66296864]\n","beta: [6.         5.60980463]\n","delta: [5.         6.82751703]\n","1/1 [==============================] - 0s 129ms/step - loss: 12.1739 - mape: 12.1739\n","1/1 [==============================] - 0s 133ms/step - loss: 6.6332 - mape: 6.6332\n","1/1 [==============================] - 0s 128ms/step - loss: 15.1949 - mape: 15.1949\n","1/1 [==============================] - 0s 125ms/step - loss: 9.4859 - mape: 9.4859\n","1/1 [==============================] - 0s 125ms/step - loss: 7.7882 - mape: 7.7882\n","1/1 [==============================] - 0s 130ms/step - loss: 12.3600 - mape: 12.3600\n","1/1 [==============================] - 0s 134ms/step - loss: 8.2705 - mape: 8.2705\n","1/1 [==============================] - 0s 137ms/step - loss: 4.7281 - mape: 4.7281\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 45\n","alpha: [8.         4.21561813]\n","beta: [ 4.         11.64370346]\n","delta: [5.         6.82751703]\n","1/1 [==============================] - 0s 126ms/step - loss: 11.3379 - mape: 11.3379\n","1/1 [==============================] - 0s 129ms/step - loss: 10.9148 - mape: 10.9148\n","1/1 [==============================] - 0s 129ms/step - loss: 8.9350 - mape: 8.9350\n","1/1 [==============================] - 0s 133ms/step - loss: 13.0279 - mape: 13.0279\n","1/1 [==============================] - 0s 128ms/step - loss: 13.9240 - mape: 13.9240\n","1/1 [==============================] - 0s 131ms/step - loss: 17.2253 - mape: 17.2253\n","1/1 [==============================] - 0s 126ms/step - loss: 12.4217 - mape: 12.4217\n","1/1 [==============================] - 0s 130ms/step - loss: 7.3324 - mape: 7.3324\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 46\n","alpha: [6.         5.60980463]\n","beta: [8.         4.21561813]\n","delta: [5.         6.82751703]\n","1/1 [==============================] - 0s 124ms/step - loss: 9.5000 - mape: 9.5000\n","1/1 [==============================] - 0s 133ms/step - loss: 10.8225 - mape: 10.8225\n","1/1 [==============================] - 0s 148ms/step - loss: 15.8445 - mape: 15.8445\n","1/1 [==============================] - 0s 128ms/step - loss: 8.8006 - mape: 8.8006\n","1/1 [==============================] - 0s 129ms/step - loss: 10.8054 - mape: 10.8054\n","1/1 [==============================] - 0s 132ms/step - loss: 16.1547 - mape: 16.1547\n","1/1 [==============================] - 0s 126ms/step - loss: 11.7902 - mape: 11.7902\n","1/1 [==============================] - 0s 133ms/step - loss: 12.9713 - mape: 12.9713\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6154869d90>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 47\n","alpha: [5.         6.82751703]\n","beta: [ 4.         11.64370346]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 130ms/step - loss: 7.8498 - mape: 7.8498\n","1/1 [==============================] - 0s 130ms/step - loss: 4.9792 - mape: 4.9792\n","1/1 [==============================] - 0s 125ms/step - loss: 9.7599 - mape: 9.7599\n","1/1 [==============================] - 0s 127ms/step - loss: 8.8515 - mape: 8.8515\n","1/1 [==============================] - 0s 128ms/step - loss: 8.3400 - mape: 8.3400\n","1/1 [==============================] - 0s 130ms/step - loss: 17.3381 - mape: 17.3381\n","1/1 [==============================] - 0s 135ms/step - loss: 9.9879 - mape: 9.9879\n","1/1 [==============================] - 0s 133ms/step - loss: 8.0362 - mape: 8.0362\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 48\n","alpha: [6.         4.97915125]\n","beta: [ 4.         11.64370346]\n","delta: [8.         4.21561813]\n","1/1 [==============================] - 0s 125ms/step - loss: 10.2615 - mape: 10.2615\n","1/1 [==============================] - 0s 147ms/step - loss: 10.2159 - mape: 10.2159\n","1/1 [==============================] - 0s 127ms/step - loss: 7.0016 - mape: 7.0016\n","1/1 [==============================] - 0s 129ms/step - loss: 9.5865 - mape: 9.5865\n","1/1 [==============================] - 0s 142ms/step - loss: 9.9013 - mape: 9.9013\n","1/1 [==============================] - 0s 131ms/step - loss: 12.4467 - mape: 12.4467\n","1/1 [==============================] - 0s 137ms/step - loss: 14.1709 - mape: 14.1709\n","1/1 [==============================] - 0s 132ms/step - loss: 9.6627 - mape: 9.6627\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 49\n","alpha: [6.         4.97915125]\n","beta: [5.         6.82751703]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 139ms/step - loss: 14.8482 - mape: 14.8482\n","1/1 [==============================] - 0s 127ms/step - loss: 17.3671 - mape: 17.3671\n","1/1 [==============================] - 0s 130ms/step - loss: 14.0964 - mape: 14.0964\n","1/1 [==============================] - 0s 133ms/step - loss: 5.7466 - mape: 5.7466\n","1/1 [==============================] - 0s 129ms/step - loss: 7.9721 - mape: 7.9721\n","1/1 [==============================] - 0s 132ms/step - loss: 14.1064 - mape: 14.1064\n","1/1 [==============================] - 0s 126ms/step - loss: 9.1585 - mape: 9.1585\n","1/1 [==============================] - 0s 129ms/step - loss: 11.3032 - mape: 11.3032\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 50\n","alpha: [7.         4.66296864]\n","beta: [ 4.         11.64370346]\n","delta: [8.         4.21561813]\n","1/1 [==============================] - 0s 129ms/step - loss: 12.3640 - mape: 12.3640\n","1/1 [==============================] - 0s 131ms/step - loss: 5.8296 - mape: 5.8296\n","1/1 [==============================] - 0s 129ms/step - loss: 8.5996 - mape: 8.5996\n","1/1 [==============================] - 0s 127ms/step - loss: 9.9721 - mape: 9.9721\n","1/1 [==============================] - 0s 129ms/step - loss: 7.8439 - mape: 7.8439\n","1/1 [==============================] - 0s 129ms/step - loss: 5.5484 - mape: 5.5484\n","1/1 [==============================] - 0s 128ms/step - loss: 10.7116 - mape: 10.7116\n","1/1 [==============================] - 0s 136ms/step - loss: 12.8604 - mape: 12.8604\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 51\n","alpha: [7.         4.66296864]\n","beta: [ 4.       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<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 52\n","alpha: [ 4.         11.64370346]\n","beta: [7.         4.66296864]\n","delta: [5.         6.82751703]\n","1/1 [==============================] - 0s 131ms/step - loss: 8.6333 - mape: 8.6333\n","1/1 [==============================] - 0s 129ms/step - loss: 7.9095 - mape: 7.9095\n","1/1 [==============================] - 0s 128ms/step - loss: 15.2995 - mape: 15.2995\n","1/1 [==============================] - 0s 147ms/step - loss: 8.9399 - mape: 8.9399\n","1/1 [==============================] - 0s 131ms/step - loss: 10.6175 - mape: 10.6175\n","1/1 [==============================] - 0s 137ms/step - loss: 9.0793 - mape: 9.0793\n","1/1 [==============================] - 0s 136ms/step - loss: 8.9585 - mape: 8.9585\n","1/1 [==============================] - 0s 130ms/step - loss: 10.4769 - mape: 10.4769\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 53\n","alpha: [ 4.         11.64370346]\n","beta: [7.         4.66296864]\n","delta: [5.         6.82751703]\n","1/1 [==============================] - 0s 133ms/step - loss: 14.1350 - mape: 14.1350\n","1/1 [==============================] - 0s 130ms/step - loss: 7.5038 - mape: 7.5038\n","1/1 [==============================] - 0s 133ms/step - loss: 8.1283 - mape: 8.1283\n","1/1 [==============================] - 0s 128ms/step - loss: 7.3477 - mape: 7.3477\n","1/1 [==============================] - 0s 131ms/step - loss: 14.8509 - mape: 14.8509\n","1/1 [==============================] - 0s 129ms/step - loss: 12.8552 - mape: 12.8552\n","1/1 [==============================] - 0s 136ms/step - loss: 11.7974 - mape: 11.7974\n","1/1 [==============================] - 0s 129ms/step - loss: 11.5784 - mape: 11.5784\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 54\n","alpha: [ 4.         11.64370346]\n","beta: [6.         4.97915125]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 127ms/step - loss: 10.8108 - mape: 10.8108\n","1/1 [==============================] - 0s 141ms/step - loss: 11.3660 - mape: 11.3660\n","1/1 [==============================] - 0s 126ms/step - loss: 11.3297 - mape: 11.3297\n","1/1 [==============================] - 0s 129ms/step - loss: 8.0269 - mape: 8.0269\n","1/1 [==============================] - 0s 131ms/step - loss: 9.1133 - mape: 9.1133\n","1/1 [==============================] - 0s 129ms/step - loss: 11.2709 - mape: 11.2709\n","1/1 [==============================] - 0s 137ms/step - loss: 14.2787 - mape: 14.2787\n","1/1 [==============================] - 0s 134ms/step - loss: 13.3148 - mape: 13.3148\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 55\n","alpha: [7.         4.66296864]\n","beta: [6.         4.97915125]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 128ms/step - loss: 6.9395 - mape: 6.9395\n","1/1 [==============================] - 0s 133ms/step - loss: 14.7934 - mape: 14.7934\n","1/1 [==============================] - 0s 128ms/step - loss: 18.6044 - mape: 18.6044\n","1/1 [==============================] - 0s 132ms/step - loss: 10.6074 - mape: 10.6074\n","1/1 [==============================] - 0s 129ms/step - loss: 8.5619 - mape: 8.5619\n","1/1 [==============================] - 0s 132ms/step - loss: 6.4987 - mape: 6.4987\n","1/1 [==============================] - 0s 131ms/step - loss: 9.1277 - mape: 9.1277\n","1/1 [==============================] - 0s 142ms/step - loss: 13.9436 - mape: 13.9436\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 56\n","alpha: [8.         4.21561813]\n","beta: [ 4.         11.64370346]\n","delta: [6.         4.97915125]\n","1/1 [==============================] - 0s 131ms/step - loss: 14.9138 - mape: 14.9138\n","1/1 [==============================] - 0s 140ms/step - loss: 16.1600 - mape: 16.1600\n","1/1 [==============================] - 0s 129ms/step - loss: 12.2145 - mape: 12.2145\n","1/1 [==============================] - 0s 124ms/step - loss: 10.0660 - mape: 10.0660\n","1/1 [==============================] - 0s 140ms/step - loss: 15.1768 - mape: 15.1768\n","1/1 [==============================] - 0s 129ms/step - loss: 11.7823 - mape: 11.7823\n","1/1 [==============================] - 0s 127ms/step - loss: 12.5736 - mape: 12.5736\n","1/1 [==============================] - 0s 135ms/step - loss: 10.9390 - mape: 10.9390\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 57\n","alpha: [5.         6.82751703]\n","beta: [6.         4.97915125]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 127ms/step - loss: 10.0899 - mape: 10.0899\n","1/1 [==============================] - 0s 130ms/step - loss: 10.7457 - mape: 10.7457\n","1/1 [==============================] - 0s 134ms/step - loss: 8.9513 - mape: 8.9513\n","1/1 [==============================] - 0s 129ms/step - loss: 13.8263 - mape: 13.8263\n","1/1 [==============================] - 0s 141ms/step - loss: 15.1929 - mape: 15.1929\n","1/1 [==============================] - 0s 127ms/step - loss: 10.0721 - mape: 10.0721\n","1/1 [==============================] - 0s 129ms/step - loss: 9.2504 - mape: 9.2504\n","1/1 [==============================] - 0s 129ms/step - loss: 11.1793 - mape: 11.1793\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a3398d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 58\n","alpha: [ 4.         11.64370346]\n","beta: [7.         4.66296864]\n","delta: [5.         6.82751703]\n","1/1 [==============================] - 0s 133ms/step - loss: 8.3326 - mape: 8.3326\n","1/1 [==============================] - 0s 138ms/step - loss: 9.4829 - mape: 9.4829\n","1/1 [==============================] - 0s 131ms/step - loss: 6.9310 - mape: 6.9310\n","1/1 [==============================] - 0s 140ms/step - loss: 12.1291 - mape: 12.1291\n","1/1 [==============================] - 0s 138ms/step - loss: 9.8472 - mape: 9.8472\n","1/1 [==============================] - 0s 129ms/step - loss: 7.4564 - mape: 7.4564\n","1/1 [==============================] - 0s 129ms/step - loss: 13.1308 - mape: 13.1308\n","1/1 [==============================] - 0s 140ms/step - loss: 11.0378 - mape: 11.0378\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 59\n","alpha: [ 4.         11.64370346]\n","beta: [7.         4.66296864]\n","delta: [6.         4.97915125]\n","1/1 [==============================] - 0s 129ms/step - loss: 11.3309 - mape: 11.3309\n","1/1 [==============================] - 0s 129ms/step - loss: 9.3221 - mape: 9.3221\n","1/1 [==============================] - 0s 128ms/step - loss: 10.3984 - mape: 10.3984\n","1/1 [==============================] - 0s 131ms/step - loss: 12.7283 - mape: 12.7283\n","1/1 [==============================] - 0s 126ms/step - loss: 14.4659 - mape: 14.4659\n","1/1 [==============================] - 0s 138ms/step - loss: 15.7996 - mape: 15.7996\n","1/1 [==============================] - 0s 138ms/step - loss: 10.8982 - mape: 10.8982\n","1/1 [==============================] - 0s 136ms/step - loss: 12.1703 - mape: 12.1703\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615a3398d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 60\n","alpha: [8.         4.21561813]\n","beta: [ 4.         11.64370346]\n","delta: [7.         4.66296864]\n","1/1 [==============================] - 0s 133ms/step - loss: 9.9161 - mape: 9.9161\n","1/1 [==============================] - 0s 128ms/step - loss: 11.3614 - mape: 11.3614\n","1/1 [==============================] - 0s 131ms/step - loss: 11.7979 - mape: 11.7979\n","1/1 [==============================] - 0s 148ms/step - loss: 12.2248 - mape: 12.2248\n","1/1 [==============================] - 0s 134ms/step - loss: 16.8326 - mape: 16.8326\n","1/1 [==============================] - 0s 132ms/step - loss: 4.0421 - mape: 4.0421\n","1/1 [==============================] - 0s 132ms/step - loss: 16.0286 - mape: 16.0286\n","1/1 [==============================] - 0s 133ms/step - loss: 6.8697 - mape: 6.8697\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 61\n","alpha: [7.         4.04213142]\n","beta: [8.         4.21561813]\n","delta: [5.         6.82751703]\n","1/1 [==============================] - 0s 130ms/step - loss: 6.8974 - mape: 6.8974\n","1/1 [==============================] - 0s 133ms/step - loss: 12.5933 - mape: 12.5933\n","1/1 [==============================] - 0s 131ms/step - loss: 11.4732 - mape: 11.4732\n","1/1 [==============================] - 0s 129ms/step - loss: 9.5265 - mape: 9.5265\n","1/1 [==============================] - 0s 127ms/step - loss: 10.4794 - mape: 10.4794\n","1/1 [==============================] - 0s 137ms/step - loss: 8.4478 - mape: 8.4478\n","1/1 [==============================] - 0s 129ms/step - loss: 11.1871 - mape: 11.1871\n","1/1 [==============================] - 0s 128ms/step - loss: 11.5658 - mape: 11.5658\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 62\n","alpha: [7.         4.04213142]\n","beta: [6.         4.97915125]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 155ms/step - loss: 6.5868 - mape: 6.5868\n","1/1 [==============================] - 0s 128ms/step - loss: 11.7396 - mape: 11.7396\n","1/1 [==============================] - 0s 133ms/step - loss: 11.1500 - mape: 11.1500\n","1/1 [==============================] - 0s 136ms/step - loss: 7.0182 - mape: 7.0182\n","1/1 [==============================] - 0s 130ms/step - loss: 7.3026 - mape: 7.3026\n","1/1 [==============================] - 0s 125ms/step - loss: 10.1319 - mape: 10.1319\n","1/1 [==============================] - 0s 134ms/step - loss: 8.8544 - mape: 8.8544\n","1/1 [==============================] - 0s 133ms/step - loss: 10.0162 - mape: 10.0162\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 63\n","alpha: [8.         4.21561813]\n","beta: [7.         4.04213142]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 131ms/step - loss: 7.9775 - mape: 7.9775\n","1/1 [==============================] - 0s 128ms/step - loss: 5.8815 - mape: 5.8815\n","1/1 [==============================] - 0s 130ms/step - loss: 7.8095 - mape: 7.8095\n","1/1 [==============================] - 0s 131ms/step - loss: 19.8363 - mape: 19.8363\n","1/1 [==============================] - 0s 124ms/step - loss: 9.0221 - mape: 9.0221\n","1/1 [==============================] - 0s 131ms/step - loss: 9.5455 - mape: 9.5455\n","1/1 [==============================] - 0s 128ms/step - loss: 12.8853 - mape: 12.8853\n","1/1 [==============================] - 0s 129ms/step - loss: 9.8952 - mape: 9.8952\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [ 4.         11.64370346]\n","beta: [8.         4.21561813]\n","delta: [7.         4.04213142]\n","1/1 [==============================] - 0s 138ms/step - loss: 10.3746 - mape: 10.3746\n","1/1 [==============================] - 0s 129ms/step - loss: 14.9493 - mape: 14.9493\n","1/1 [==============================] - 0s 128ms/step - loss: 13.2055 - mape: 13.2055\n","1/1 [==============================] - 0s 135ms/step - loss: 9.1859 - mape: 9.1859\n","1/1 [==============================] - 0s 135ms/step - loss: 10.6088 - mape: 10.6088\n","1/1 [==============================] - 0s 129ms/step - loss: 11.5651 - mape: 11.5651\n","1/1 [==============================] - 0s 128ms/step - loss: 12.8155 - mape: 12.8155\n","1/1 [==============================] - 0s 131ms/step - loss: 10.2906 - mape: 10.2906\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 65\n","alpha: [5.         6.82751703]\n","beta: [6.         4.97915125]\n","delta: [7.         4.04213142]\n","1/1 [==============================] - 0s 128ms/step - loss: 9.9425 - mape: 9.9425\n","1/1 [==============================] - 0s 135ms/step - loss: 10.4765 - mape: 10.4765\n","1/1 [==============================] - 0s 130ms/step - loss: 18.0472 - mape: 18.0472\n","1/1 [==============================] - 0s 135ms/step - loss: 6.3983 - mape: 6.3983\n","1/1 [==============================] - 0s 136ms/step - loss: 10.0196 - mape: 10.0196\n","1/1 [==============================] - 0s 129ms/step - loss: 11.3624 - mape: 11.3624\n","1/1 [==============================] - 0s 134ms/step - loss: 16.0772 - mape: 16.0772\n","1/1 [==============================] - 0s 132ms/step - loss: 11.7405 - mape: 11.7405\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615bad6a90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 66\n","alpha: [6.         4.97915125]\n","beta: [5.         6.82751703]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 131ms/step - loss: 10.8370 - mape: 10.8370\n","1/1 [==============================] - 0s 130ms/step - loss: 15.2598 - mape: 15.2598\n","1/1 [==============================] - 0s 130ms/step - loss: 4.9659 - mape: 4.9659\n","1/1 [==============================] - 0s 129ms/step - loss: 9.9775 - mape: 9.9775\n","1/1 [==============================] - 0s 136ms/step - loss: 11.4728 - mape: 11.4728\n","1/1 [==============================] - 0s 132ms/step - loss: 16.5146 - mape: 16.5146\n","1/1 [==============================] - 0s 132ms/step - loss: 9.8357 - mape: 9.8357\n","1/1 [==============================] - 0s 140ms/step - loss: 6.5936 - mape: 6.5936\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 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1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 68\n","alpha: [6.       4.965909]\n","beta: [5.         6.82751703]\n","delta: [7.         4.04213142]\n","1/1 [==============================] - 0s 137ms/step - loss: 17.0222 - mape: 17.0222\n","1/1 [==============================] - 0s 135ms/step - loss: 11.4120 - mape: 11.4120\n","1/1 [==============================] - 0s 126ms/step - loss: 13.1379 - mape: 13.1379\n","1/1 [==============================] - 0s 136ms/step - loss: 10.8909 - mape: 10.8909\n","1/1 [==============================] - 0s 128ms/step - loss: 9.8081 - mape: 9.8081\n","1/1 [==============================] - 0s 127ms/step - loss: 9.1927 - mape: 9.1927\n","1/1 [==============================] - 0s 126ms/step - loss: 8.1773 - mape: 8.1773\n","1/1 [==============================] - 0s 128ms/step - loss: 7.0496 - mape: 7.0496\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 69\n","alpha: [5.         6.82751703]\n","beta: [7.         4.04213142]\n","delta: [8.         4.21561813]\n","1/1 [==============================] - 0s 128ms/step - loss: 10.1504 - mape: 10.1504\n","1/1 [==============================] - 0s 148ms/step - loss: 12.8562 - mape: 12.8562\n","1/1 [==============================] - 0s 142ms/step - loss: 10.3871 - mape: 10.3871\n","1/1 [==============================] - 0s 136ms/step - loss: 11.8816 - mape: 11.8816\n","1/1 [==============================] - 0s 128ms/step - loss: 12.4573 - mape: 12.4573\n","1/1 [==============================] - 0s 132ms/step - loss: 12.2892 - mape: 12.2892\n","1/1 [==============================] - 0s 136ms/step - loss: 12.5172 - mape: 12.5172\n","1/1 [==============================] - 0s 131ms/step - loss: 9.8283 - mape: 9.8283\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 70\n","alpha: [5.         6.82751703]\n","beta: [8.         4.21561813]\n","delta: [ 4.         11.64370346]\n","1/1 [==============================] - 0s 132ms/step - loss: 13.7067 - mape: 13.7067\n","1/1 [==============================] - 0s 130ms/step - loss: 11.8794 - mape: 11.8794\n","1/1 [==============================] - 0s 130ms/step - loss: 15.5296 - mape: 15.5296\n","1/1 [==============================] - 0s 134ms/step - loss: 14.0857 - mape: 14.0857\n","1/1 [==============================] - 0s 129ms/step - loss: 13.1193 - mape: 13.1193\n","1/1 [==============================] - 0s 127ms/step - loss: 16.1104 - mape: 16.1104\n","1/1 [==============================] - 0s 138ms/step - loss: 22.3856 - mape: 22.3856\n","1/1 [==============================] - 0s 134ms/step - loss: 10.8545 - mape: 10.8545\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549799d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 71\n","alpha: [7.         4.04213142]\n","beta: [6.       4.965909]\n","delta: [5.  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<GreyWolf.GreyWolf object at 0x7f615bb61cd0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 72\n","alpha: [ 4.         11.64370346]\n","beta: [5.         6.82751703]\n","delta: [6.       4.965909]\n","1/1 [==============================] - 0s 125ms/step - loss: 10.9587 - mape: 10.9587\n","1/1 [==============================] - 0s 125ms/step - loss: 16.1627 - mape: 16.1627\n","1/1 [==============================] - 0s 132ms/step - loss: 20.4470 - mape: 20.4470\n","1/1 [==============================] - 0s 134ms/step - loss: 7.3178 - mape: 7.3178\n","1/1 [==============================] - 0s 128ms/step - loss: 8.5568 - mape: 8.5568\n","1/1 [==============================] - 0s 139ms/step - loss: 10.2155 - mape: 10.2155\n","1/1 [==============================] - 0s 130ms/step - loss: 10.9421 - mape: 10.9421\n","1/1 [==============================] - 0s 129ms/step - loss: 7.2483 - mape: 7.2483\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive 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6.8613 - mape: 6.8613\n","1/1 [==============================] - 0s 137ms/step - loss: 8.0280 - mape: 8.0280\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 74\n","alpha: [8.         4.21561813]\n","beta: [6.       4.965909]\n","delta: [ 4.         10.21550846]\n","1/1 [==============================] - 0s 129ms/step - loss: 12.6756 - mape: 12.6756\n","1/1 [==============================] - 0s 131ms/step - loss: 8.3860 - mape: 8.3860\n","1/1 [==============================] - 0s 134ms/step - loss: 14.2107 - mape: 14.2107\n","1/1 [==============================] - 0s 132ms/step - loss: 7.8577 - mape: 7.8577\n","1/1 [==============================] - 0s 127ms/step - loss: 11.7340 - mape: 11.7340\n","1/1 [==============================] - 0s 132ms/step - loss: 7.3452 - mape: 7.3452\n","1/1 [==============================] - 0s 132ms/step - loss: 8.2366 - mape: 8.2366\n","1/1 [==============================] - 0s 129ms/step - loss: 11.7514 - mape: 11.7514\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 75\n","alpha: [5.         6.82751703]\n","beta: [ 4.         10.21550846]\n","delta: [8.         4.21561813]\n","1/1 [==============================] - 0s 131ms/step - loss: 10.3460 - mape: 10.3460\n","1/1 [==============================] - 0s 129ms/step - loss: 13.7445 - mape: 13.7445\n","1/1 [==============================] - 0s 134ms/step - loss: 10.2138 - mape: 10.2138\n","1/1 [==============================] - 0s 135ms/step - loss: 12.2905 - mape: 12.2905\n","1/1 [==============================] - 0s 129ms/step - loss: 10.7283 - mape: 10.7283\n","1/1 [==============================] - 0s 127ms/step - loss: 7.6269 - mape: 7.6269\n","1/1 [==============================] - 0s 131ms/step - loss: 11.7119 - mape: 11.7119\n","1/1 [==============================] - 0s 131ms/step - loss: 12.4289 - mape: 12.4289\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 76\n","alpha: [8.         4.21561813]\n","beta: [ 4.         10.21550846]\n","delta: [5.         6.82751703]\n","1/1 [==============================] - 0s 125ms/step - loss: 14.5002 - mape: 14.5002\n","1/1 [==============================] - 0s 125ms/step - loss: 9.5126 - mape: 9.5126\n","1/1 [==============================] - 0s 129ms/step - loss: 13.3475 - mape: 13.3475\n","1/1 [==============================] - 0s 129ms/step - loss: 9.8165 - mape: 9.8165\n","1/1 [==============================] - 0s 129ms/step - loss: 6.4959 - mape: 6.4959\n","1/1 [==============================] - 0s 130ms/step - loss: 6.0729 - mape: 6.0729\n","1/1 [==============================] - 0s 130ms/step - loss: 7.8616 - mape: 7.8616\n","1/1 [==============================] - 0s 131ms/step - loss: 12.3015 - mape: 12.3015\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5a6150>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 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9.7866\n","1/1 [==============================] - 0s 130ms/step - loss: 11.5543 - mape: 11.5543\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549d99d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 79\n","alpha: [8.         4.21561813]\n","beta: [5.        6.5745697]\n","delta: [7.         4.04213142]\n","1/1 [==============================] - 0s 126ms/step - loss: 10.6581 - mape: 10.6581\n","1/1 [==============================] - 0s 131ms/step - loss: 8.6583 - mape: 8.6583\n","1/1 [==============================] - 0s 127ms/step - loss: 12.4716 - mape: 12.4716\n","1/1 [==============================] - 0s 129ms/step - loss: 5.0901 - mape: 5.0901\n","1/1 [==============================] - 0s 128ms/step - loss: 8.6850 - mape: 8.6850\n","1/1 [==============================] - 0s 129ms/step - loss: 10.1381 - mape: 10.1381\n","1/1 [==============================] - 0s 133ms/step - loss: 9.5418 - mape: 9.5418\n","1/1 [==============================] - 0s 131ms/step - loss: 10.5007 - mape: 10.5007\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61549d99d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 80\n","alpha: [5.        6.5745697]\n","beta: [6.       4.965909]\n","delta: [ 4.         10.21550846]\n","1/1 [==============================] - 0s 127ms/step - loss: 12.1992 - mape: 12.1992\n","1/1 [==============================] - 0s 128ms/step - loss: 6.9009 - mape: 6.9009\n","1/1 [==============================] - 0s 135ms/step - loss: 15.8989 - mape: 15.8989\n","1/1 [==============================] - 0s 131ms/step - loss: 13.9391 - mape: 13.9391\n","1/1 [==============================] - 0s 129ms/step - loss: 8.5582 - mape: 8.5582\n","1/1 [==============================] - 0s 130ms/step - loss: 10.0980 - mape: 10.0980\n","1/1 [==============================] - 0s 130ms/step - loss: 5.9920 - mape: 5.9920\n","1/1 [==============================] - 0s 151ms/step - loss: 11.5127 - mape: 11.5127\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 81\n","alpha: [ 4.         10.21550846]\n","beta: [7.         4.04213142]\n","delta: [6.       4.965909]\n","1/1 [==============================] - 0s 131ms/step - loss: 10.2664 - mape: 10.2664\n","1/1 [==============================] - 0s 137ms/step - loss: 23.5030 - mape: 23.5030\n","1/1 [==============================] - 0s 137ms/step - loss: 16.6651 - mape: 16.6651\n","1/1 [==============================] - 0s 131ms/step - loss: 8.7931 - mape: 8.7931\n","1/1 [==============================] - 0s 127ms/step - loss: 12.8699 - mape: 12.8699\n","1/1 [==============================] - 0s 127ms/step - loss: 10.1019 - mape: 10.1019\n","1/1 [==============================] - 0s 129ms/step - loss: 7.4879 - mape: 7.4879\n","1/1 [==============================] - 0s 128ms/step - loss: 14.1189 - mape: 14.1189\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615bb61cd0>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 82\n","alpha: [5.         5.99203873]\n","beta: [7.         4.04213142]\n","delta: [6.       4.965909]\n","1/1 [==============================] - 0s 127ms/step - loss: 16.1283 - mape: 16.1283\n","1/1 [==============================] - 0s 131ms/step - loss: 8.3415 - mape: 8.3415\n","1/1 [==============================] - 0s 129ms/step - loss: 4.4474 - mape: 4.4474\n","1/1 [==============================] - 0s 136ms/step - loss: 15.6274 - mape: 15.6274\n","1/1 [==============================] - 0s 129ms/step - loss: 9.5829 - mape: 9.5829\n","1/1 [==============================] - 0s 132ms/step - loss: 16.0671 - mape: 16.0671\n","1/1 [==============================] - 0s 132ms/step - loss: 6.8467 - mape: 6.8467\n","1/1 [==============================] - 0s 125ms/step - loss: 12.4045 - mape: 12.4045\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 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- loss: 8.2870 - mape: 8.2870\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 84\n","alpha: [5.         5.99203873]\n","beta: [7.         4.04213142]\n","delta: [ 4.         10.21550846]\n","1/1 [==============================] - 0s 128ms/step - loss: 16.3318 - mape: 16.3318\n","1/1 [==============================] - 0s 126ms/step - loss: 15.2697 - mape: 15.2697\n","1/1 [==============================] - 0s 135ms/step - loss: 9.5846 - mape: 9.5846\n","1/1 [==============================] - 0s 128ms/step - loss: 7.3869 - mape: 7.3869\n","1/1 [==============================] - 0s 125ms/step - loss: 17.1367 - mape: 17.1367\n","1/1 [==============================] - 0s 129ms/step - loss: 13.4967 - mape: 13.4967\n","1/1 [==============================] - 0s 135ms/step - loss: 8.4718 - mape: 8.4718\n","1/1 [==============================] - 0s 134ms/step - loss: 9.1267 - mape: 9.1267\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 85\n","alpha: [ 4.         10.21550846]\n","beta: [6.         4.44743443]\n","delta: [8.         4.21561813]\n","1/1 [==============================] - 0s 144ms/step - loss: 6.3264 - mape: 6.3264\n","1/1 [==============================] - 0s 128ms/step - loss: 6.9280 - mape: 6.9280\n","1/1 [==============================] - 0s 130ms/step - loss: 11.2550 - mape: 11.2550\n","1/1 [==============================] - 0s 128ms/step - loss: 8.4836 - mape: 8.4836\n","1/1 [==============================] - 0s 133ms/step - loss: 15.1139 - mape: 15.1139\n","1/1 [==============================] - 0s 135ms/step - loss: 12.4804 - mape: 12.4804\n","1/1 [==============================] - 0s 131ms/step - loss: 8.8822 - mape: 8.8822\n","1/1 [==============================] - 0s 131ms/step - loss: 10.4022 - mape: 10.4022\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 86\n","alpha: [6.         4.44743443]\n","beta: [ 4.         10.21550846]\n","delta: [8.         4.21561813]\n","1/1 [==============================] - 0s 133ms/step - loss: 16.5542 - mape: 16.5542\n","1/1 [==============================] - 0s 130ms/step - loss: 16.6680 - mape: 16.6680\n","1/1 [==============================] - 0s 127ms/step - loss: 15.4072 - mape: 15.4072\n","1/1 [==============================] - 0s 128ms/step - loss: 9.3761 - mape: 9.3761\n","1/1 [==============================] - 0s 131ms/step - loss: 9.3610 - mape: 9.3610\n","1/1 [==============================] - 0s 131ms/step - loss: 6.4422 - mape: 6.4422\n","1/1 [==============================] - 0s 129ms/step - loss: 17.9129 - mape: 17.9129\n","1/1 [==============================] - 0s 131ms/step - loss: 6.8637 - mape: 6.8637\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 87\n","alpha: [7.         4.04213142]\n","beta: [ 4.         10.21550846]\n","delta: [6.         4.44743443]\n","1/1 [==============================] - 0s 127ms/step - loss: 15.4087 - mape: 15.4087\n","1/1 [==============================] - 0s 136ms/step - loss: 14.2231 - mape: 14.2231\n","1/1 [==============================] - 0s 133ms/step - loss: 7.6749 - mape: 7.6749\n","1/1 [==============================] - 0s 133ms/step - loss: 10.0322 - mape: 10.0322\n","1/1 [==============================] - 0s 134ms/step - loss: 12.4037 - mape: 12.4037\n","1/1 [==============================] - 0s 135ms/step - loss: 9.0298 - mape: 9.0298\n","1/1 [==============================] - 0s 132ms/step - loss: 14.6518 - mape: 14.6518\n","1/1 [==============================] - 0s 135ms/step - loss: 12.1653 - mape: 12.1653\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>\n"," 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mape: 9.9966\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 89\n","alpha: [6.         4.44743443]\n","beta: [ 4.         10.21550846]\n","delta: [5.         5.99203873]\n","1/1 [==============================] - 0s 128ms/step - loss: 7.6160 - mape: 7.6160\n","1/1 [==============================] - 0s 127ms/step - loss: 8.0851 - mape: 8.0851\n","1/1 [==============================] - 0s 136ms/step - loss: 10.5033 - mape: 10.5033\n","1/1 [==============================] - 0s 132ms/step - loss: 11.3905 - mape: 11.3905\n","1/1 [==============================] - 0s 136ms/step - loss: 13.1763 - mape: 13.1763\n","1/1 [==============================] - 0s 128ms/step - loss: 6.2015 - mape: 6.2015\n","1/1 [==============================] - 0s 134ms/step - loss: 14.8987 - mape: 14.8987\n","1/1 [==============================] - 0s 131ms/step - loss: 13.4004 - mape: 13.4004\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 90\n","alpha: [7.         4.04213142]\n","beta: [6.         4.44743443]\n","delta: [5.         5.99203873]\n","1/1 [==============================] - 0s 129ms/step - loss: 7.9604 - mape: 7.9604\n","1/1 [==============================] - 0s 128ms/step - loss: 8.8924 - mape: 8.8924\n","1/1 [==============================] - 0s 128ms/step - loss: 12.0066 - mape: 12.0066\n","1/1 [==============================] - 0s 127ms/step - loss: 16.7022 - mape: 16.7022\n","1/1 [==============================] - 0s 134ms/step - loss: 7.2914 - mape: 7.2914\n","1/1 [==============================] - 0s 133ms/step - loss: 5.0941 - mape: 5.0941\n","1/1 [==============================] - 0s 154ms/step - loss: 22.2616 - mape: 22.2616\n","1/1 [==============================] - 0s 129ms/step - loss: 6.4898 - mape: 6.4898\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 91\n","alpha: [7.         4.04213142]\n","beta: [ 4.         10.21550846]\n","delta: [6.         4.44743443]\n","1/1 [==============================] - 0s 132ms/step - loss: 8.6836 - mape: 8.6836\n","1/1 [==============================] - 0s 127ms/step - loss: 7.9495 - mape: 7.9495\n","1/1 [==============================] - 0s 136ms/step - loss: 7.1108 - mape: 7.1108\n","1/1 [==============================] - 0s 130ms/step - loss: 10.4368 - mape: 10.4368\n","1/1 [==============================] - 0s 133ms/step - loss: 12.4428 - mape: 12.4428\n","1/1 [==============================] - 0s 149ms/step - loss: 11.1704 - mape: 11.1704\n","1/1 [==============================] - 0s 127ms/step - loss: 12.3885 - mape: 12.3885\n","1/1 [==============================] - 0s 131ms/step - loss: 14.3697 - mape: 14.3697\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 92\n","alpha: [5.         5.99203873]\n","beta: [7.         4.04213142]\n","delta: [8.         4.21561813]\n","1/1 [==============================] - 0s 130ms/step - loss: 6.9125 - mape: 6.9125\n","1/1 [==============================] - 0s 135ms/step - loss: 10.2038 - mape: 10.2038\n","1/1 [==============================] - 0s 128ms/step - loss: 10.2116 - mape: 10.2116\n","1/1 [==============================] - 0s 131ms/step - loss: 16.8145 - mape: 16.8145\n","1/1 [==============================] - 0s 127ms/step - loss: 13.4371 - mape: 13.4371\n","1/1 [==============================] - 0s 127ms/step - loss: 12.0766 - mape: 12.0766\n","1/1 [==============================] - 0s 139ms/step - loss: 10.5789 - mape: 10.5789\n","1/1 [==============================] - 0s 130ms/step - loss: 9.8239 - mape: 9.8239\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f61553fbad0>\n"," <GreyWolf.GreyWolf 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1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5024d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 94\n","alpha: [6.         3.82660437]\n","beta: [7.         4.04213142]\n","delta: [5.         5.99203873]\n","1/1 [==============================] - 0s 128ms/step - loss: 21.2052 - mape: 21.2052\n","1/1 [==============================] - 0s 138ms/step - loss: 10.8198 - mape: 10.8198\n","1/1 [==============================] - 0s 129ms/step - loss: 10.3917 - mape: 10.3917\n","1/1 [==============================] - 0s 129ms/step - loss: 5.2420 - mape: 5.2420\n","1/1 [==============================] - 0s 132ms/step - loss: 5.2468 - mape: 5.2468\n","1/1 [==============================] - 0s 131ms/step - loss: 11.1408 - mape: 11.1408\n","1/1 [==============================] - 0s 130ms/step - loss: 22.5609 - mape: 22.5609\n","1/1 [==============================] - 0s 126ms/step - loss: 16.9085 - mape: 16.9085\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5024d0>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 95\n","alpha: [5.         5.99203873]\n","beta: [7.         4.04213142]\n","delta: [ 4.         10.21550846]\n","1/1 [==============================] - 0s 127ms/step - loss: 17.3141 - mape: 17.3141\n","1/1 [==============================] - 0s 138ms/step - loss: 11.4392 - mape: 11.4392\n","1/1 [==============================] - 0s 130ms/step - loss: 13.9235 - mape: 13.9235\n","1/1 [==============================] - 0s 133ms/step - loss: 12.1506 - mape: 12.1506\n","1/1 [==============================] - 0s 133ms/step - loss: 5.0292 - mape: 5.0292\n","1/1 [==============================] - 0s 134ms/step - loss: 7.4443 - mape: 7.4443\n","1/1 [==============================] - 0s 138ms/step - loss: 10.9640 - mape: 10.9640\n","1/1 [==============================] - 0s 128ms/step - loss: 11.3980 - mape: 11.3980\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>\n"," <GreyWolf.GreyWolf object at 0x7f615b5024d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 96\n","alpha: [ 4.         10.21550846]\n","beta: [8.         4.21561813]\n","delta: [6.         3.82660437]\n","1/1 [==============================] - 0s 143ms/step - loss: 14.0351 - mape: 14.0351\n","1/1 [==============================] - 0s 130ms/step - loss: 7.0278 - mape: 7.0278\n","1/1 [==============================] - 0s 131ms/step - loss: 16.9391 - mape: 16.9391\n","1/1 [==============================] - 0s 142ms/step - loss: 14.0528 - mape: 14.0528\n","1/1 [==============================] - 0s 128ms/step - loss: 13.0793 - mape: 13.0793\n","1/1 [==============================] - 0s 130ms/step - loss: 7.6718 - mape: 7.6718\n","1/1 [==============================] - 0s 132ms/step - loss: 7.8741 - mape: 7.8741\n","1/1 [==============================] - 0s 147ms/step - loss: 7.9567 - mape: 7.9567\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f615b5024d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b483290>\n"," <GreyWolf.GreyWolf object at 0x7f6151b45690>\n"," <GreyWolf.GreyWolf object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f61549fd610>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 97\n","alpha: [ 4.         10.21550846]\n","beta: [6.    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object at 0x7f615a2130d0>\n"," <GreyWolf.GreyWolf object at 0x7f615b5024d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 98\n","alpha: [6.         3.82660437]\n","beta: [ 4.         10.21550846]\n","delta: [8.         4.21561813]\n","1/1 [==============================] - 0s 129ms/step - loss: 14.1228 - mape: 14.1228\n","1/1 [==============================] - 0s 127ms/step - loss: 16.1812 - mape: 16.1812\n","1/1 [==============================] - 0s 128ms/step - loss: 7.9687 - mape: 7.9687\n","1/1 [==============================] - 0s 136ms/step - loss: 11.0916 - mape: 11.0916\n","1/1 [==============================] - 0s 132ms/step - loss: 6.1631 - mape: 6.1631\n","1/1 [==============================] - 0s 127ms/step - loss: 17.0786 - mape: 17.0786\n","1/1 [==============================] - 0s 131ms/step - loss: 11.1625 - mape: 11.1625\n","1/1 [==============================] - 0s 129ms/step - loss: 10.6292 - mape: 10.6292\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 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[==============================] - 0s 128ms/step - loss: 6.7929 - mape: 6.7929\n","1/1 [==============================] - 0s 133ms/step - loss: 5.2656 - mape: 5.2656\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"TbucurdRpV--","executionInfo":{"elapsed":411,"status":"ok","timestamp":1634469454077,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"outputId":"61103764-307e-4ea6-ea99-a3b4d2c68c0b"},"source":["result"],"id":"TbucurdRpV--","execution_count":null,"outputs":[{"data":{"text/plain":["{'archive': [array([0, 0, 1, 1, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 0]),\n","  array([0, 0, 1, 1, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0]),\n","  array([0, 0, 1, 1, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0]),\n","  array([0, 0, 1, 1, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0]),\n","  array([0, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 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1115.5599772930145}"]},"execution_count":14,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"markdown","metadata":{"id":"L30ixYq0B-yW"},"source":["### Testing Binary GWO"],"id":"L30ixYq0B-yW"},{"cell_type":"markdown","metadata":{"id":"5ZXM3yFMjDhG"},"source":["#### Dataset 1"],"id":"5ZXM3yFMjDhG"},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Y7vqZXoy_LJM","executionInfo":{"elapsed":13,"status":"ok","timestamp":1632808896112,"user":{"displayName":"Jaideep Kumar P M","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s64","userId":"17634793697567532495"},"user_tz":-330},"outputId":"d71f5630-2671-447a-a373-0063fe948484"},"source":["inFile = \"/content/gdrive/My Drive/GWO/Dataset/winequality-red.csv\"\n","data = pd.read_csv(inFile)\n","data = data.rename(columns={\"quality\": \"target\"})\n","data.head"],"id":"Y7vqZXoy_LJM","execution_count":null,"outputs":[{"data":{"text/plain":["<bound method NDFrame.head of       fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  target\n","0               7.4             0.700         0.00  ...       0.56      9.4       5\n","1               7.8             0.880         0.00  ...       0.68      9.8       5\n","2               7.8             0.760         0.04  ...       0.65      9.8       5\n","3              11.2             0.280         0.56  ...       0.58      9.8       6\n","4               7.4             0.700         0.00  ...       0.56      9.4       5\n","...             ...               ...          ...  ...        ...      ...     ...\n","1594            6.2             0.600         0.08  ...       0.58     10.5       5\n","1595            5.9             0.550         0.10  ...       0.76     11.2       6\n","1596            6.3             0.510         0.13  ...       0.75     11.0       6\n","1597            5.9             0.645         0.12  ...       0.71     10.2       5\n","1598            6.0             0.310         0.47  ...       0.66     11.0       6\n","\n","[1599 rows x 12 columns]>"]},"execution_count":9,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"code","metadata":{"id":"7gUervYt92fk"},"source":["def obj_fun(sel_features):\n","  ann = ANN(sel_features, data)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"],"id":"7gUervYt92fk","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"y9yEZE4fAgch"},"source":["def fun(b):\n","    #print(sum(b))\n","    return np.array([ sum(b), 1/sum(b) ])"],"id":"y9yEZE4fAgch","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"Aw2ArO9mGK3d"},"source":["bgwo = BMOGWO(dataset = data , greyWolvesNum=8, archiveSize=50, maxIt= iterations)"],"id":"Aw2ArO9mGK3d","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"NmO5c8u9CWh1","executionInfo":{"elapsed":2505598,"status":"ok","timestamp":1632811401704,"user":{"displayName":"Jaideep Kumar P M","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s64","userId":"17634793697567532495"},"user_tz":-330},"outputId":"6665a63a-b076-4c02-9061-ca3efa715d8e"},"source":["bgwo.optimize()"],"id":"NmO5c8u9CWh1","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["15/15 [==============================] - 0s 1ms/step - loss: 11.3405 - mape: 11.3405\n","15/15 [==============================] - 0s 1ms/step - loss: 9.5432 - mape: 9.5432\n","15/15 [==============================] - 0s 1ms/step - loss: 9.3174 - mape: 9.3174\n","15/15 [==============================] - 0s 1ms/step - loss: 9.8509 - mape: 9.8509\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3781 - mape: 9.3781\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1646 - mape: 9.1646\n","15/15 [==============================] - 0s 1ms/step - loss: 8.4122 - mape: 8.4122\n","15/15 [==============================] - 0s 1ms/step - loss: 8.6494 - mape: 8.6494\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d650>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0af150>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0f5f90>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [4.         9.37811089]\n","beta: [2.         9.54323196]\n","delta: [6.         8.64939308]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.9837 - mape: 9.9837\n","15/15 [==============================] - 0s 1ms/step - loss: 9.6308 - mape: 9.6308\n","15/15 [==============================] - 0s 1ms/step - loss: 9.9593 - mape: 9.9593\n","15/15 [==============================] - 0s 1ms/step - loss: 9.3264 - mape: 9.3264\n","15/15 [==============================] - 0s 1ms/step - loss: 10.1854 - mape: 10.1854\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0019 - mape: 9.0019\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7129 - mape: 8.7129\n","15/15 [==============================] - 0s 1ms/step - loss: 9.8616 - mape: 9.8616\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0af150>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0f5f90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d650>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 1\n","alpha: [4.         9.37811089]\n","beta: [6.         8.64939308]\n","delta: [8.         8.41218376]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6288 - mape: 8.6288\n","15/15 [==============================] - 0s 1ms/step - loss: 9.0678 - mape: 9.0678\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5703 - mape: 8.5703\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1515 - mape: 9.1515\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6901 - mape: 8.6901\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7099 - mape: 8.7099\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4084 - mape: 8.4084\n","15/15 [==============================] - 0s 1ms/step - loss: 8.7694 - mape: 8.7694\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d650>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0f5f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 2\n","alpha: [6.         8.64939308]\n","beta: [2.         9.54323196]\n","delta: [4.         9.37811089]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7737 - mape: 8.7737\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1533 - mape: 11.1533\n","15/15 [==============================] - 0s 1ms/step - loss: 9.4138 - mape: 9.4138\n","15/15 [==============================] - 0s 1ms/step - loss: 9.8645 - mape: 9.8645\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0030 - mape: 9.0030\n","15/15 [==============================] - 0s 1ms/step - loss: 8.4764 - mape: 8.4764\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1700 - mape: 9.1700\n","15/15 [==============================] - 0s 1ms/step - loss: 9.7003 - mape: 9.7003\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0f5f90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea20cb690>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 3\n","alpha: [6.         8.64939308]\n","beta: [6.         8.40841675]\n","delta: [4.        9.1700182]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.0640 - mape: 9.0640\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7035 - mape: 8.7035\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3693 - mape: 8.3693\n","15/15 [==============================] - 0s 1ms/step - loss: 8.6070 - mape: 8.6070\n","15/15 [==============================] - 0s 1ms/step - loss: 8.8584 - mape: 8.8584\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9189 - mape: 8.9189\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2531 - mape: 9.2531\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4428 - mape: 8.4428\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea20cb690>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 4\n","alpha: [4.        9.1700182]\n","beta: [2.         9.54323196]\n","delta: [6.         8.36930275]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1528 - mape: 9.1528\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4939 - mape: 8.4939\n","15/15 [==============================] - 0s 1ms/step - loss: 9.0826 - mape: 9.0826\n","15/15 [==============================] - 0s 1ms/step - loss: 8.6127 - mape: 8.6127\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2042 - mape: 9.2042\n","15/15 [==============================] - 0s 1ms/step - loss: 8.6570 - mape: 8.6570\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7010 - mape: 9.7010\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1939 - mape: 9.1939\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea20cb690>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea6a2b490>]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 5\n","alpha: [4.        9.1700182]\n","beta: [2.         9.54323196]\n","delta: [5.         8.61266041]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9978 - mape: 9.9978\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8640 - mape: 8.8640\n","15/15 [==============================] - 0s 1ms/step - loss: 8.5873 - mape: 8.5873\n","15/15 [==============================] - 0s 1ms/step - loss: 9.3904 - mape: 9.3904\n","15/15 [==============================] - 0s 1ms/step - loss: 9.9137 - mape: 9.9137\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4244 - mape: 10.4244\n","15/15 [==============================] - 0s 1ms/step - loss: 9.2545 - mape: 9.2545\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3275 - mape: 9.3275\n","[1. 2. 1. 2.]\n","[1. 2. 1. 2.]\n","[1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea20cb690>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea6a2b7d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>]\n","[2. 1. 2.]\n","[2. 2.]\n","\n","Iteration: 6\n","alpha: [2.         9.54323196]\n","beta: [5.         8.86403847]\n","delta: [6.         8.36930275]\n","15/15 [==============================] - 0s 1ms/step - loss: 8.7205 - mape: 8.7205\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9545 - mape: 8.9545\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8190 - mape: 8.8190\n","15/15 [==============================] - 0s 1ms/step - loss: 9.7748 - mape: 9.7748\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4355 - mape: 9.4355\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5636 - mape: 9.5636\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7480 - mape: 8.7480\n","15/15 [==============================] - 0s 1ms/step - loss: 8.7301 - mape: 8.7301\n","[1. 2. 2. 1.]\n","[1. 2. 2. 1.]\n","[1. 2. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea20cb690>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea6a2b7d0>]\n","[2. 2. 1.]\n","[2. 2.]\n","\n","Iteration: 7\n","alpha: [2.         9.54323196]\n","beta: [6.         8.95446301]\n","delta: [6.         8.40841675]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.3091 - mape: 9.3091\n","15/15 [==============================] - 0s 1ms/step - loss: 9.0591 - mape: 9.0591\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6164 - mape: 8.6164\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9653 - mape: 8.9653\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9377 - mape: 8.9377\n","15/15 [==============================] - 0s 1ms/step - loss: 8.6615 - mape: 8.6615\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7813 - mape: 8.7813\n","15/15 [==============================] - 0s 1ms/step - loss: 9.0638 - mape: 9.0638\n","[1. 2. 1. 2.]\n","[1. 2. 1. 2.]\n","[1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea20cb690>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d1d0>]\n","[1. 2. 2.]\n","[2. 2.]\n","\n","Iteration: 8\n","alpha: [5.         8.93774605]\n","beta: [2.         9.54323196]\n","delta: [4.        9.1700182]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.2495 - mape: 9.2495\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7383 - mape: 9.7383\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1401 - mape: 9.1401\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3201 - mape: 9.3201\n","15/15 [==============================] - 0s 1ms/step - loss: 9.6939 - mape: 9.6939\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1908 - mape: 9.1908\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1276 - mape: 9.1276\n","15/15 [==============================] - 0s 1ms/step - loss: 9.5353 - mape: 9.5353\n","[1. 2. 1. 2.]\n","[1. 2. 1. 2.]\n","[1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea20cb690>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d1d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>]\n","[2. 1. 2.]\n","[2. 2.]\n","\n","Iteration: 9\n","alpha: [2.         9.54323196]\n","beta: [5.         8.93774605]\n","delta: [6.         8.36930275]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.3575 - mape: 9.3575\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9007 - mape: 8.9007\n","15/15 [==============================] - 0s 1ms/step - loss: 10.2028 - mape: 10.2028\n","15/15 [==============================] - 0s 1ms/step - loss: 9.5596 - mape: 9.5596\n","15/15 [==============================] - 0s 1ms/step - loss: 8.7162 - mape: 8.7162\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7073 - mape: 8.7073\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5682 - mape: 9.5682\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1055 - mape: 9.1055\n","[1. 2. 1. 2.]\n","[1. 2. 1. 2.]\n","[1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea20cb690>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b90b90>]\n","[2. 1. 2.]\n","[2. 2.]\n","\n","Iteration: 10\n","alpha: [2.         9.54323196]\n","beta: [5.         8.70730305]\n","delta: [4.        9.1700182]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6237 - mape: 9.6237\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0083 - mape: 9.0083\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1133 - mape: 9.1133\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1224 - mape: 10.1224\n","15/15 [==============================] - 0s 1ms/step - loss: 8.7060 - mape: 8.7060\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8653 - mape: 8.8653\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2621 - mape: 9.2621\n","15/15 [==============================] - 0s 1ms/step - loss: 9.4939 - mape: 9.4939\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea20c5f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e6ee10>]\n","[1. 1. 1. 2.]\n","[1. 1. 2.]\n","\n","Iteration: 11\n","alpha: [4.         9.11329174]\n","beta: [5.         8.70600986]\n","delta: [4.        9.2545042]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.5790 - mape: 9.5790\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0585 - mape: 9.0585\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3175 - mape: 9.3175\n","15/15 [==============================] - 0s 1ms/step - loss: 9.4697 - mape: 9.4697\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1556 - mape: 9.1556\n","15/15 [==============================] - 0s 1ms/step - loss: 9.3980 - mape: 9.3980\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7354 - mape: 8.7354\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6064 - mape: 9.6064\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea20c5f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e6ee10>\n"," <GreyWolf.GreyWolf object at 0x7fcea6a2b490>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 12\n","alpha: [4.         9.11329174]\n","beta: [4.        9.2545042]\n","delta: [2.         9.54323196]\n","15/15 [==============================] - 0s 1ms/step - loss: 8.8519 - mape: 8.8519\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9735 - mape: 8.9735\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7760 - mape: 9.7760\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1631 - mape: 10.1631\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1460 - mape: 9.1460\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7817 - mape: 9.7817\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5467 - mape: 8.5467\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7511 - mape: 8.7511\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e6ee10>\n"," <GreyWolf.GreyWolf object at 0x7fcea6a2b490>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b42dc10>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 13\n","alpha: [5.         8.70600986]\n","beta: [ 3.         10.16306114]\n","delta: [4.         8.75113869]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3733 - mape: 9.3733\n","15/15 [==============================] - 0s 1ms/step - loss: 8.7327 - mape: 8.7327\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7412 - mape: 8.7412\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9385 - mape: 9.9385\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9107 - mape: 9.9107\n","15/15 [==============================] - 0s 1ms/step - loss: 9.2951 - mape: 9.2951\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8987 - mape: 8.8987\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7145 - mape: 8.7145\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b42dc10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e6ee10>\n"," <GreyWolf.GreyWolf object at 0x7fcea6a2b490>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 14\n","alpha: [4.        9.2545042]\n","beta: [5.         8.70600986]\n","delta: [2.         9.54323196]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9083 - mape: 8.9083\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7536 - mape: 8.7536\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2124 - mape: 9.2124\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7915 - mape: 8.7915\n","15/15 [==============================] - 0s 1ms/step - loss: 9.5587 - mape: 9.5587\n","15/15 [==============================] - 0s 1ms/step - loss: 9.3161 - mape: 9.3161\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0221 - mape: 9.0221\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7026 - mape: 8.7026\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b42dc10>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e6ee10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b131750>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 15\n","alpha: [6.         8.40841675]\n","beta: [4.        9.2545042]\n","delta: [4.         8.75113869]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2163 - mape: 9.2163\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6441 - mape: 8.6441\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6908 - mape: 8.6908\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1392 - mape: 9.1392\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7496 - mape: 8.7496\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2842 - mape: 9.2842\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1422 - mape: 9.1422\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8897 - mape: 8.8897\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b42dc10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b131750>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9bddf710>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 16\n","alpha: [4.        9.2545042]\n","beta: [2.         9.54323196]\n","delta: [4.         8.75113869]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8288 - mape: 8.8288\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8432 - mape: 8.8432\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7534 - mape: 8.7534\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7212 - mape: 8.7212\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2247 - mape: 9.2247\n","15/15 [==============================] - 0s 1ms/step - loss: 9.7913 - mape: 9.7913\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9916 - mape: 9.9916\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9478 - mape: 8.9478\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b42dc10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b131750>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 17\n","alpha: [4.         8.75113869]\n","beta: [3.         8.84322929]\n","delta: [5.         8.70261574]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3042 - mape: 9.3042\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2058 - mape: 9.2058\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9550 - mape: 8.9550\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9924 - mape: 8.9924\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9885 - mape: 8.9885\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7936 - mape: 8.7936\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1064 - mape: 9.1064\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8849 - mape: 8.8849\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b131750>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b42dc10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 18\n","alpha: [2.         9.54323196]\n","beta: [3.         8.84322929]\n","delta: [4.         8.75113869]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7831 - mape: 9.7831\n","15/15 [==============================] - 0s 3ms/step - loss: 9.7680 - mape: 9.7680\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7975 - mape: 9.7975\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2986 - mape: 9.2986\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1109 - mape: 9.1109\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9753 - mape: 8.9753\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0592 - mape: 10.0592\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1371 - mape: 9.1371\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b131750>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b42dc10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 19\n","alpha: [3.         8.84322929]\n","beta: [2.        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loss: 9.0685 - mape: 9.0685\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b42dc10>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 21\n","alpha: [3.         8.84322929]\n","beta: [4.         8.75113869]\n","delta: [2.         9.54323196]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2715 - mape: 9.2715\n","15/15 [==============================] - 0s 1ms/step - loss: 8.9826 - mape: 8.9826\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7397 - mape: 8.7397\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3829 - mape: 9.3829\n","15/15 [==============================] - 0s 1ms/step - loss: 8.9537 - mape: 8.9537\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9593 - mape: 8.9593\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0429 - mape: 9.0429\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4590 - mape: 9.4590\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea20b3310>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 22\n","alpha: [4.         8.73971272]\n","beta: [2.         9.54323196]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.7318 - mape: 9.7318\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7880 - mape: 9.7880\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4103 - mape: 9.4103\n","15/15 [==============================] - 0s 1ms/step - loss: 8.6841 - mape: 8.6841\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8324 - mape: 8.8324\n","15/15 [==============================] - 0s 1ms/step - loss: 9.7468 - mape: 9.7468\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2939 - mape: 9.2939\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0713 - mape: 9.0713\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b118250>\n"," <GreyWolf.GreyWolf object at 0x7fce9b353e90>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 23\n","alpha: [2.         9.54323196]\n","beta: [3.         8.84322929]\n","delta: [4.         8.68410015]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4307 - mape: 9.4307\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8130 - mape: 9.8130\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0962 - mape: 9.0962\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4102 - mape: 9.4102\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2295 - mape: 9.2295\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3788 - mape: 9.3788\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9380 - mape: 8.9380\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1104 - mape: 9.1104\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b353e90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b268290>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 24\n","alpha: [4.         8.68410015]\n","beta: [3.         8.84322929]\n","delta: [2.         9.43068027]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1910 - mape: 9.1910\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3008 - mape: 9.3008\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3987 - mape: 9.3987\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1262 - mape: 9.1262\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5397 - mape: 9.5397\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3788 - mape: 9.3788\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3998 - mape: 9.3998\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6447 - mape: 8.6447\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b268290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b2eb710>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 25\n","alpha: [2.         9.43068027]\n","beta: [4.         8.64472961]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3128 - mape: 9.3128\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8172 - mape: 9.8172\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1905 - mape: 9.1905\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3417 - mape: 9.3417\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5460 - mape: 9.5460\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0843 - mape: 9.0843\n","15/15 [==============================] - 0s 1ms/step - loss: 9.5259 - mape: 9.5259\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3767 - mape: 9.3767\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b268290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b2eb710>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 26\n","alpha: [4.         8.64472961]\n","beta: [2.         9.43068027]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9570 - mape: 8.9570\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4530 - mape: 9.4530\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2535 - mape: 9.2535\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3143 - mape: 9.3143\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0907 - mape: 9.0907\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0189 - mape: 9.0189\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5559 - mape: 9.5559\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9175 - mape: 8.9175\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","[1. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fcea22cb2d0>\n"," <GreyWolf.GreyWolf object at 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9.3952 - mape: 9.3952\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b2eb710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b268290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 28\n","alpha: [3.         8.84322929]\n","beta: [4.         8.51019478]\n","delta: [5.         8.61723709]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1485 - mape: 9.1485\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4034 - mape: 10.4034\n","15/15 [==============================] - 0s 1ms/step - loss: 9.4913 - mape: 9.4913\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2076 - mape: 9.2076\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8389 - mape: 9.8389\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6810 - mape: 8.6810\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1727 - mape: 9.1727\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3562 - mape: 9.3562\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b2eb710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b268290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 29\n","alpha: [3.         8.84322929]\n","beta: [2.         9.43068027]\n","delta: [5.         8.61723709]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4370 - mape: 9.4370\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1528 - mape: 9.1528\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4498 - mape: 9.4498\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2251 - mape: 9.2251\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3769 - mape: 9.3769\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8882 - mape: 8.8882\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3560 - mape: 9.3560\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7421 - mape: 8.7421\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b2eb710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 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2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fce9b268290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 31\n","alpha: [5.         8.61723709]\n","beta: [2.         9.43068027]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9958 - mape: 9.9958\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2613 - mape: 9.2613\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3836 - mape: 9.3836\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1852 - mape: 9.1852\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1456 - mape: 9.1456\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0041 - mape: 9.0041\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0135 - mape: 9.0135\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7119 - mape: 9.7119\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 2. 1. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 32\n","alpha: [3.         8.84322929]\n","beta: [5.         8.61723709]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4603 - mape: 9.4603\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8848 - mape: 8.8848\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3091 - mape: 9.3091\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2995 - mape: 9.2995\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0415 - mape: 10.0415\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5907 - mape: 9.5907\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1112 - mape: 9.1112\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9932 - mape: 8.9932\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 33\n","alpha: [5.         8.61723709]\n","beta: [2.         9.26126194]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9913 - mape: 8.9913\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2978 - mape: 9.2978\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7828 - mape: 9.7828\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0217 - mape: 9.0217\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8335 - mape: 8.8335\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4814 - mape: 9.4814\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2278 - mape: 9.2278\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4202 - mape: 9.4202\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 2. 1. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 34\n","alpha: [3.         8.84322929]\n","beta: [5.         8.61723709]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9486 - mape: 8.9486\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0846 - mape: 9.0846\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0987 - mape: 9.0987\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2031 - mape: 9.2031\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1643 - mape: 9.1643\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1305 - mape: 9.1305\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5808 - mape: 8.5808\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6599 - mape: 9.6599\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 35\n","alpha: [5.         8.61723709]\n","beta: [3.         8.84322929]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 3ms/step - loss: 9.2873 - mape: 9.2873\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4174 - mape: 9.4174\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1768 - mape: 9.1768\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8542 - mape: 8.8542\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0309 - mape: 9.0309\n","15/15 [==============================] - 0s 3ms/step - loss: 9.1234 - mape: 9.1234\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0311 - mape: 9.0311\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8719 - mape: 8.8719\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea257ca10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>]\n","[1. 1. 2. 2.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 36\n","alpha: [5.         8.61723709]\n","beta: [6.         8.36930275]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5912 - mape: 9.5912\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6497 - mape: 8.6497\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6015 - mape: 8.6015\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4203 - mape: 9.4203\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8512 - mape: 9.8512\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6788 - mape: 8.6788\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4494 - mape: 9.4494\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2811 - mape: 8.2811\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1e5410>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 37\n","alpha: [2.         9.26126194]\n","beta: [6.         8.36930275]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4603 - mape: 8.4603\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8223 - mape: 8.8223\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7726 - mape: 8.7726\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6956 - mape: 9.6956\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9701 - mape: 8.9701\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6763 - mape: 9.6763\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0266 - mape: 10.0266\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5458 - mape: 9.5458\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 38\n","alpha: [6.         8.36930275]\n","beta: [2.         9.26126194]\n","delta: [5.         8.46032333]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6178 - mape: 8.6178\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0502 - mape: 9.0502\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9651 - mape: 8.9651\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4490 - mape: 8.4490\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9445 - mape: 8.9445\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9415 - mape: 8.9415\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7043 - mape: 9.7043\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9375 - mape: 8.9375\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea21d15d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 39\n","alpha: [3.         8.84322929]\n","beta: [6.         8.28107357]\n","delta: [5.         8.46032333]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6996 - mape: 8.6996\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0382 - mape: 9.0382\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0881 - mape: 9.0881\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8756 - mape: 8.8756\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9249 - mape: 8.9249\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3952 - mape: 8.3952\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2552 - mape: 8.2552\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5917 - mape: 8.5917\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 40\n","alpha: [5.         8.46032333]\n","beta: [2.         9.26126194]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1125 - mape: 9.1125\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7597 - mape: 8.7597\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1107 - mape: 9.1107\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8691 - mape: 8.8691\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3258 - mape: 10.3258\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7249 - mape: 8.7249\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6498 - mape: 9.6498\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8566 - mape: 8.8566\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object 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2ms/step - loss: 9.4343 - mape: 9.4343\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7842 - mape: 8.7842\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 42\n","alpha: [5.         8.46032333]\n","beta: [2.         9.26126194]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8905 - mape: 8.8905\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1789 - mape: 9.1789\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9134 - mape: 8.9134\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2687 - mape: 9.2687\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1336 - mape: 9.1336\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8782 - mape: 8.8782\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4493 - mape: 9.4493\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4557 - mape: 9.4557\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 2. 1. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 43\n","alpha: [2.         9.26126194]\n","beta: [5.         8.46032333]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7114 - mape: 8.7114\n","15/15 [==============================] - 0s 3ms/step - loss: 8.8912 - mape: 8.8912\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0133 - mape: 9.0133\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1760 - mape: 9.1760\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7753 - mape: 8.7753\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6259 - mape: 8.6259\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9875 - mape: 8.9875\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5218 - mape: 9.5218\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b283810>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 44\n","alpha: [5.         8.46032333]\n","beta: [2.         9.26126194]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4865 - mape: 8.4865\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1961 - mape: 9.1961\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8898 - mape: 8.8898\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2914 - mape: 9.2914\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0388 - mape: 9.0388\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8709 - mape: 8.8709\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4242 - mape: 9.4242\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0751 - mape: 9.0751\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea245ec90>]\n","[1. 2. 1. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 45\n","alpha: [2.         9.26126194]\n","beta: [5.         8.46032333]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3402 - mape: 9.3402\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0423 - mape: 9.0423\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1757 - mape: 9.1757\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1683 - mape: 10.1683\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6652 - mape: 9.6652\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5381 - mape: 9.5381\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4144 - mape: 9.4144\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7670 - mape: 9.7670\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea245ec90>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 2. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 46\n","alpha: [2.         9.26126194]\n","beta: [4.         8.53946209]\n","delta: [5.         8.46032333]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7909 - mape: 8.7909\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5596 - mape: 8.5596\n","15/15 [==============================] - 0s 1ms/step - loss: 9.2608 - mape: 9.2608\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7381 - mape: 8.7381\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6945 - mape: 8.6945\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7939 - mape: 8.7939\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1339 - mape: 9.1339\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8126 - mape: 8.8126\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea245ec90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 47\n","alpha: [5.         8.46032333]\n","beta: [2.         9.26126194]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 3ms/step - loss: 9.2802 - mape: 9.2802\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1261 - mape: 10.1261\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2574 - mape: 9.2574\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7340 - mape: 8.7340\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9630 - mape: 8.9630\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5713 - mape: 8.5713\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5196 - mape: 9.5196\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6983 - mape: 8.6983\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 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9.3357\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2507 - mape: 9.2507\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7309 - mape: 8.7309\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea245ec90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>]\n","[1. 2. 1. 2.]\n","[2. 1. 2.]\n","\n","Iteration: 49\n","alpha: [3.         8.84322929]\n","beta: [2.         9.26126194]\n","delta: [6.        8.2552166]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4140 - mape: 9.4140\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4795 - mape: 9.4795\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8859 - mape: 9.8859\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0866 - mape: 9.0866\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6120 - mape: 9.6120\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0956 - mape: 9.0956\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2421 - mape: 9.2421\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0197 - mape: 9.0197\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea245ec90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b13d610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 1. 2. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 50\n","alpha: [5.         8.46032333]\n","beta: [4.       8.486516]\n","delta: [3.         8.84322929]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5516 - mape: 9.5516\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5677 - mape: 8.5677\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7365 - mape: 8.7365\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5723 - mape: 8.5723\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7690 - mape: 8.7690\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6978 - mape: 9.6978\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5377 - mape: 8.5377\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0126 - mape: 9.0126\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2311f90>\n"," <GreyWolf.GreyWolf object at 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loss: 8.3682 - mape: 8.3682\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea245ec90>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050850>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050810>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 52\n","alpha: [5.         8.46032333]\n","beta: [4.         8.36817265]\n","delta: [4.       8.486516]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7405 - mape: 8.7405\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8035 - mape: 8.8035\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9137 - mape: 8.9137\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2859 - mape: 9.2859\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5174 - mape: 8.5174\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5130 - mape: 9.5130\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6571 - mape: 8.6571\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3834 - mape: 8.3834\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050850>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>]\n","[1. 2. 1. 2.]\n","[2. 1. 2.]\n","\n","Iteration: 53\n","alpha: [3.         8.81538105]\n","beta: [2.         9.26126194]\n","delta: [5.         8.46032333]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3484 - mape: 9.3484\n","15/15 [==============================] - 0s 3ms/step - loss: 8.6768 - mape: 8.6768\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6830 - mape: 8.6830\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9617 - mape: 9.9617\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9665 - mape: 8.9665\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6688 - mape: 8.6688\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1908 - mape: 9.1908\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9947 - mape: 8.9947\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050850>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 2. 1. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 54\n","alpha: [2.         9.26126194]\n","beta: [5.         8.46032333]\n","delta: [3.         8.81538105]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8150 - mape: 8.8150\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2294 - mape: 9.2294\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5416 - mape: 9.5416\n","15/15 [==============================] - 0s 3ms/step - loss: 8.7475 - mape: 8.7475\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0799 - mape: 9.0799\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1860 - mape: 9.1860\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9437 - mape: 8.9437\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9476 - mape: 9.9476\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","[1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c0f150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b250290>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 55\n","alpha: [5.         8.46032333]\n","beta: [2.         9.26126194]\n","delta: [6.        8.2552166]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2231 - mape: 9.2231\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1812 - mape: 8.1812\n","15/15 [==============================] - 0s 3ms/step - loss: 8.7427 - mape: 8.7427\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7078 - mape: 8.7078\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1329 - mape: 9.1329\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9616 - mape: 8.9616\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7297 - mape: 8.7297\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7730 - mape: 8.7730\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b250290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 56\n","alpha: [3.         8.74748802]\n","beta: [5.         8.18117332]\n","delta: [5.         8.46032333]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0750 - mape: 9.0750\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6964 - mape: 8.6964\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7866 - mape: 8.7866\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7792 - mape: 8.7792\n","15/15 [==============================] - 0s 3ms/step - loss: 8.4308 - mape: 8.4308\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5245 - mape: 8.5245\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9370 - mape: 8.9370\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5476 - mape: 8.5476\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b250290>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 57\n","alpha: [2.         9.26126194]\n","beta: [3.         8.74748802]\n","delta: [4.         8.36817265]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8173 - mape: 8.8173\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2555 - mape: 9.2555\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9815 - mape: 8.9815\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7568 - mape: 8.7568\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8374 - mape: 8.8374\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9179 - mape: 8.9179\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6630 - mape: 9.6630\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8401 - mape: 8.8401\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 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9.1358\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3403 - mape: 9.3403\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce9b250290>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 59\n","alpha: [6.        8.2552166]\n","beta: [5.         8.46032333]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5548 - mape: 8.5548\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9458 - mape: 8.9458\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5450 - mape: 8.5450\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1953 - mape: 9.1953\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6922 - mape: 8.6922\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7835 - mape: 8.7835\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7297 - mape: 8.7297\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8113 - mape: 8.8113\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b250290>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 60\n","alpha: [6.        8.2552166]\n","beta: [3.         8.74748802]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0046 - mape: 9.0046\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9157 - mape: 8.9157\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5658 - mape: 9.5658\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7832 - mape: 8.7832\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3519 - mape: 9.3519\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6579 - mape: 9.6579\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6494 - mape: 9.6494\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5416 - mape: 9.5416\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce9b250290>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 62\n","alpha: [5.         8.18117332]\n","beta: [6.        8.2552166]\n","delta: [5.         8.46032333]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5545 - mape: 8.5545\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6444 - mape: 8.6444\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0751 - mape: 9.0751\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8536 - mape: 8.8536\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4808 - mape: 8.4808\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4264 - mape: 8.4264\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9514 - mape: 8.9514\n","15/15 [==============================] - 0s 3ms/step - loss: 9.1927 - mape: 9.1927\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b250290>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 63\n","alpha: [6.        8.2552166]\n","beta: [3.         8.74748802]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0395 - mape: 9.0395\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6804 - mape: 8.6804\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7874 - mape: 8.7874\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8041 - mape: 8.8041\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9105 - mape: 8.9105\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7733 - mape: 8.7733\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9924 - mape: 8.9924\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0836 - mape: 9.0836\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 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8.5149\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9019 - mape: 8.9019\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4067 - mape: 8.4067\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 66\n","alpha: [5.         8.18117332]\n","beta: [6.        8.2552166]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5642 - mape: 8.5642\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2736 - mape: 8.2736\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6186 - mape: 8.6186\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3045 - mape: 8.3045\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7427 - mape: 8.7427\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8093 - mape: 8.8093\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5797 - mape: 8.5797\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5976 - mape: 8.5976\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 67\n","alpha: [6.        8.2552166]\n","beta: [2.         9.26126194]\n","delta: [3.         8.68035412]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1985 - mape: 9.1985\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2212 - mape: 9.2212\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7831 - mape: 8.7831\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9495 - mape: 8.9495\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5164 - mape: 8.5164\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1689 - mape: 9.1689\n","15/15 [==============================] - 0s 3ms/step - loss: 8.8722 - mape: 8.8722\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6114 - mape: 8.6114\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 8.8763 - mape: 8.8763\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 69\n","alpha: [6.        8.2552166]\n","beta: [5.         8.46032333]\n","delta: [5.         8.18117332]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5795 - mape: 8.5795\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5211 - mape: 8.5211\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9674 - mape: 8.9674\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0591 - mape: 9.0591\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4420 - mape: 8.4420\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6284 - mape: 8.6284\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7161 - mape: 8.7161\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6147 - mape: 8.6147\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 70\n","alpha: [5.         8.18117332]\n","beta: [5.         8.46032333]\n","delta: [3.         8.68035412]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8685 - mape: 8.8685\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4614 - mape: 8.4614\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6631 - mape: 8.6631\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6810 - mape: 8.6810\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3137 - mape: 8.3137\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5714 - mape: 8.5714\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5121 - mape: 8.5121\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8397 - mape: 8.8397\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 72\n","alpha: [6.        8.2552166]\n","beta: [3.         8.68035412]\n","delta: [5.         8.46032333]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6486 - mape: 8.6486\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6207 - mape: 8.6207\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9190 - mape: 8.9190\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4598 - mape: 8.4598\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1586 - mape: 9.1586\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8647 - mape: 8.8647\n","15/15 [==============================] - 0s 3ms/step - loss: 9.1583 - mape: 9.1583\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1999 - mape: 8.1999\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 73\n","alpha: [6.        8.2552166]\n","beta: [2.         9.26126194]\n","delta: [3.         8.68035412]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3500 - mape: 9.3500\n","15/15 [==============================] - 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8.7749\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1900 - mape: 9.1900\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4583 - mape: 9.4583\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 76\n","alpha: [3.         8.68035412]\n","beta: [6.        8.2552166]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9831 - mape: 8.9831\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0529 - mape: 9.0529\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5519 - mape: 8.5519\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7732 - mape: 8.7732\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8368 - mape: 8.8368\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1854 - mape: 9.1854\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2412 - mape: 9.2412\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9147 - mape: 8.9147\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 77\n","alpha: [5.         8.46032333]\n","beta: [3.         8.68035412]\n","delta: [6.        8.2552166]\n","15/15 [==============================] - 0s 3ms/step - loss: 8.5621 - mape: 8.5621\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9500 - mape: 8.9500\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2952 - mape: 8.2952\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0520 - mape: 9.0520\n","15/15 [==============================] - 0s 3ms/step - loss: 8.6642 - mape: 8.6642\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7181 - mape: 8.7181\n","15/15 [==============================] - 0s 3ms/step - loss: 9.1652 - mape: 9.1652\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1943 - mape: 9.1943\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 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8.8435\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1540 - mape: 9.1540\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 79\n","alpha: [6.        8.2552166]\n","beta: [3.         8.68035412]\n","delta: [5.         8.46032333]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4619 - mape: 8.4619\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5536 - mape: 8.5536\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8382 - mape: 8.8382\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5721 - mape: 8.5721\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9139 - mape: 8.9139\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7377 - mape: 8.7377\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5491 - mape: 8.5491\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6647 - mape: 8.6647\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 80\n","alpha: [5.         8.46032333]\n","beta: [5.         8.18117332]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4699 - mape: 8.4699\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3646 - mape: 8.3646\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3230 - mape: 9.3230\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4909 - mape: 8.4909\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5273 - mape: 8.5273\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4255 - mape: 8.4255\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0000 - mape: 9.0000\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8036 - mape: 8.8036\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 82\n","alpha: [6.        8.2552166]\n","beta: [5.         8.18117332]\n","delta: [3.         8.68035412]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6987 - mape: 8.6987\n","15/15 [==============================] - 0s 3ms/step - loss: 9.0790 - mape: 9.0790\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4956 - mape: 8.4956\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6162 - mape: 8.6162\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9372 - mape: 8.9372\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8902 - mape: 8.8902\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9508 - mape: 8.9508\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7491 - mape: 8.7491\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2050810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 83\n","alpha: [3.         8.68035412]\n","beta: [5.         8.18117332]\n","delta: [6.        8.2552166]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4635 - mape: 8.4635\n","15/15 [==============================] - 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8.8754\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5499 - mape: 9.5499\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9795 - mape: 8.9795\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 86\n","alpha: [5.         8.46032333]\n","beta: [6.        8.2552166]\n","delta: [3.         8.68035412]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6242 - mape: 8.6242\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6280 - mape: 8.6280\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7135 - mape: 8.7135\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8001 - mape: 8.8001\n","15/15 [==============================] - 0s 3ms/step - loss: 8.7163 - mape: 8.7163\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6119 - mape: 8.6119\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0360 - mape: 9.0360\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6968 - mape: 8.6968\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 87\n","alpha: [6.        8.2552166]\n","beta: [2.         9.26126194]\n","delta: [5.         8.18117332]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3178 - mape: 8.3178\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0594 - mape: 9.0594\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1004 - mape: 9.1004\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2020 - mape: 9.2020\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2374 - mape: 9.2374\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7112 - mape: 8.7112\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5686 - mape: 8.5686\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4375 - mape: 8.4375\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 3ms/step - loss: 9.6846 - mape: 9.6846\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 89\n","alpha: [6.        8.2552166]\n","beta: [4.         8.38340664]\n","delta: [4.         8.32977104]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0742 - mape: 9.0742\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0236 - mape: 9.0236\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0095 - mape: 9.0095\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7609 - mape: 8.7609\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2481 - mape: 9.2481\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7782 - mape: 8.7782\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5832 - mape: 8.5832\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7474 - mape: 8.7474\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 90\n","alpha: [2.         9.26126194]\n","beta: [5.         8.18117332]\n","delta: [6.        8.2552166]\n","15/15 [==============================] - 0s 3ms/step - loss: 8.5908 - mape: 8.5908\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6548 - mape: 8.6548\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9958 - mape: 8.9958\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8454 - mape: 8.8454\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9996 - mape: 8.9996\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5391 - mape: 8.5391\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5829 - mape: 8.5829\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7234 - mape: 8.7234\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 91\n","alpha: [3.         8.68035412]\n","beta: [5.         8.46032333]\n","delta: [2.         9.26126194]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1602 - mape: 9.1602\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8268 - mape: 8.8268\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9399 - mape: 8.9399\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1456 - mape: 9.1456\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5186 - mape: 9.5186\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9596 - mape: 8.9596\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5285 - mape: 9.5285\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7605 - mape: 8.7605\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 92\n","alpha: [6.        8.2552166]\n","beta: [2.         9.26126194]\n","delta: [3.         8.68035412]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0993 - mape: 9.0993\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0552 - mape: 9.0552\n","15/15 [==============================] - 0s 3ms/step - loss: 10.0650 - mape: 10.0650\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7306 - mape: 8.7306\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9678 - mape: 8.9678\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0782 - mape: 9.0782\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1171 - mape: 9.1171\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7806 - mape: 8.7806\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 93\n","alpha: [2.         9.26126194]\n","beta: [5.         8.18117332]\n","delta: [4.         8.38340664]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6238 - mape: 8.6238\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9644 - mape: 8.9644\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2313 - mape: 9.2313\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9261 - mape: 8.9261\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6821 - mape: 8.6821\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8771 - mape: 8.8771\n","15/15 [==============================] - 0s 3ms/step - loss: 9.0477 - mape: 9.0477\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3531 - mape: 9.3531\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 94\n","alpha: [6.        8.2552166]\n","beta: [4.         8.38340664]\n","delta: [5.         8.18117332]\n","15/15 [==============================] - 0s 3ms/step - loss: 9.1942 - mape: 9.1942\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6294 - mape: 8.6294\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5244 - mape: 8.5244\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9618 - mape: 7.9618\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8920 - mape: 8.8920\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6659 - mape: 8.6659\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8079 - mape: 8.8079\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8717 - mape: 8.8717\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea6a2b490>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 95\n","alpha: [5.         8.46032333]\n","beta: [3.         8.68035412]\n","delta: [7.         7.96180725]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7024 - mape: 8.7024\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9603 - mape: 8.9603\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5987 - mape: 8.5987\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7553 - mape: 8.7553\n","15/15 [==============================] - 0s 3ms/step - loss: 8.4998 - mape: 8.4998\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1838 - mape: 9.1838\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3503 - mape: 8.3503\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4424 - mape: 8.4424\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea2317590>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea0ccdb10>]\n","[1. 2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","\n","Iteration: 96\n","alpha: [5.         8.46032333]\n","beta: [2.         9.26126194]\n","delta: [5.         8.18117332]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8003 - mape: 8.8003\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2100 - mape: 9.2100\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8761 - mape: 8.8761\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6005 - mape: 8.6005\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9194 - mape: 8.9194\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7520 - mape: 8.7520\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5124 - mape: 8.5124\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0298 - mape: 8.0298\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea0ccdb10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b489090>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 97\n","alpha: [3.         8.59872341]\n","beta: [2.         9.26126194]\n","delta: [6.         8.02979755]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6973 - mape: 8.6973\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8349 - mape: 8.8349\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9254 - mape: 8.9254\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7576 - mape: 9.7576\n","15/15 [==============================] - 0s 3ms/step - loss: 9.2788 - mape: 9.2788\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8800 - mape: 8.8800\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5318 - mape: 8.5318\n","15/15 [==============================] - 0s 3ms/step - loss: 8.9097 - mape: 8.9097\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b489090>\n"," <GreyWolf.GreyWolf object at 0x7fcea0ccdb10>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 98\n","alpha: [6.         8.02979755]\n","beta: [5.         8.46032333]\n","delta: [5.         8.18117332]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6443 - mape: 8.6443\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2959 - mape: 8.2959\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5977 - mape: 8.5977\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6528 - mape: 8.6528\n","15/15 [==============================] - 0s 3ms/step - loss: 9.0005 - mape: 9.0005\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9925 - mape: 8.9925\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4064 - mape: 8.4064\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7069 - mape: 8.7069\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0da8710>\n"," <GreyWolf.GreyWolf object at 0x7fce98805610>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cf5a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2270550>\n"," <GreyWolf.GreyWolf object at 0x7fcea0ccdb10>\n"," <GreyWolf.GreyWolf object at 0x7fcea6036990>\n"," <GreyWolf.GreyWolf object at 0x7fce9b489090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f214d0>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 99\n","alpha: [3.         8.68035412]\n","beta: [5.         8.46032333]\n","delta: [5.         8.18117332]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6445 - mape: 8.6445\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9940 - mape: 8.9940\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6096 - mape: 8.6096\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0494 - mape: 9.0494\n","15/15 [==============================] - 0s 3ms/step - loss: 8.4948 - mape: 8.4948\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2771 - mape: 9.2771\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6160 - mape: 8.6160\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8059 - mape: 8.8059\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"2qKwNlvkChfE","executionInfo":{"elapsed":38,"status":"ok","timestamp":1632811401706,"user":{"displayName":"Jaideep Kumar P M","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s64","userId":"17634793697567532495"},"user_tz":-330},"outputId":"97c8cca5-4de8-48a9-e848-41600707d203"},"source":["print('Dataset1')\n","for nonD in bgwo.archive:\n","  print(nonD.cost, nonD.position)"],"id":"2qKwNlvkChfE","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["Dataset1\n","[4.         8.32977104] [0 1 0 1 0 0 0 0 0 1 1]\n","[5.         8.18117332] [0 1 0 1 0 0 0 0 1 1 1]\n","[4.         8.38340664] [0 1 0 1 0 0 0 0 0 1 1]\n","[3.         8.59872341] [0 1 0 1 0 0 0 0 0 0 1]\n","[2.         9.26126194] [0 0 0 1 0 0 0 0 0 0 1]\n","[6.         8.02979755] [0 1 0 1 0 0 1 0 1 1 1]\n","[3.         8.68035412] [0 1 0 1 0 0 0 0 0 0 1]\n","[5.         8.46032333] [0 1 0 1 0 0 0 0 1 1 1]\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"4t5Hrh133t-l","executionInfo":{"elapsed":10,"status":"ok","timestamp":1632811401706,"user":{"displayName":"Jaideep Kumar P M","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s64","userId":"17634793697567532495"},"user_tz":-330},"outputId":"217213d5-a5f2-422a-d311-12f95cb1d771"},"source":["for w in bgwo.greyWolves:\n","  print(w.cost, w.position, w.dominated)"],"id":"4t5Hrh133t-l","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["[5.         8.64452457] [0 1 0 1 0 0 0 0 1 1 1] True\n","[4.         8.99402905] [0 1 0 1 0 0 0 0 1 0 1] False\n","[5.         8.60955524] [0 1 0 1 0 0 0 0 1 1 1] True\n","[5.         9.04942226] [0 1 0 1 0 0 0 0 1 1 1] True\n","[5.         8.49477291] [0 1 0 1 0 0 0 0 1 1 1] False\n","[5.        9.2771368] [0 1 0 1 0 0 0 0 1 1 1] True\n","[5.         8.61601925] [0 1 0 1 0 0 0 0 1 1 1] True\n","[5.         8.80593872] [0 1 0 1 0 0 0 0 1 1 1] True\n"]}]},{"cell_type":"code","metadata":{"id":"TUVcSjEmslF8"},"source":["# writing exploration data to file\n","writeExplorationResults(1, iterations, bgwo.explored)"],"id":"TUVcSjEmslF8","execution_count":null,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"OgHaGTTXZm1K"},"source":["##### Testing with all features"],"id":"OgHaGTTXZm1K"},{"cell_type":"code","metadata":{"id":"AlssGvWHCTWn"},"source":["from ANN_Classifier_v2 import *"],"id":"AlssGvWHCTWn","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"IXWyrxlrCwAd","executionInfo":{"elapsed":18,"status":"ok","timestamp":1632811402375,"user":{"displayName":"Jaideep Kumar P M","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s64","userId":"17634793697567532495"},"user_tz":-330},"outputId":"43022ad9-63d8-4b8e-b2a6-002da48c4a90"},"source":["selected = np.ones(data.shape[1] - 1)\n","print(selected)"],"id":"IXWyrxlrCwAd","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["[1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.]\n"]}]},{"cell_type":"code","metadata":{"id":"aJCcE1iDEDcb"},"source":["ann_model = ANN(selected, data)\n","ann_model.train()"],"id":"aJCcE1iDEDcb","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"QS3A5I1yEz8h","executionInfo":{"elapsed":26,"status":"ok","timestamp":1632811405024,"user":{"displayName":"Jaideep Kumar P M","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s64","userId":"17634793697567532495"},"user_tz":-330},"outputId":"777f56c6-aae1-4761-d00c-c28e32f8ba8d"},"source":["test_error = ann_model.test_error()\n","print(test_error)"],"id":"QS3A5I1yEz8h","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["15/15 [==============================] - 0s 2ms/step - loss: 8.5287 - mape: 8.5287\n","8.52873706817627\n"]}]},{"cell_type":"markdown","metadata":{"id":"51bUGXq5t_m2"},"source":["#### DataSet2"],"id":"51bUGXq5t_m2"},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"3H_fom1RFKiC","executionInfo":{"elapsed":1185,"status":"ok","timestamp":1632811406846,"user":{"displayName":"Jaideep Kumar P M","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s64","userId":"17634793697567532495"},"user_tz":-330},"outputId":"ec74c7e7-c33a-4352-f506-6e8f1d189382"},"source":["inFile2 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/HeartEW/HeartEW-final.csv\"\n","data2 = pd.read_csv(inFile2)\n","data2 = data2.rename(columns={\"quality\": \"target\"})\n","data2.head"],"id":"3H_fom1RFKiC","execution_count":null,"outputs":[{"data":{"text/plain":["<bound method NDFrame.head of       0  1  2    3    4  5  6    7  8    9  10  11  12  target\n","0    34  1  1  118  182  0  2  174  0  0.0   1   0   3       1\n","1    53  1  4  140  203  1  2  155  1  3.1   3   0   7       2\n","2    61  1  1  134  234  0  0  145  0  2.6   2   2   3       2\n","3    68  1  3  118  277  0  0  151  0  1.0   1   1   7       1\n","4    54  1  4  122  286  0  2  116  1  3.2   2   2   3       2\n","..   .. .. ..  ...  ... .. ..  ... ..  ...  ..  ..  ..     ...\n","265  54  1  4  120  188  0  0  113  0  1.4   2   1   7       2\n","266  68  0  3  120  211  0  2  115  0  1.5   2   0   3       1\n","267  53  1  4  123  282  0  0   95  1  2.0   2   2   7       2\n","268  46  1  3  150  231  0  0  147  0  3.6   2   0   3       2\n","269  35  1  4  120  198  0  0  130  1  1.6   2   0   7       2\n","\n","[270 rows x 14 columns]>"]},"execution_count":21,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"code","metadata":{"id":"g9xY2UK-uThi"},"source":["def obj_fun2(sel_features):\n","  ann = ANN(sel_features, data2)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"],"id":"g9xY2UK-uThi","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"8BuFevjZua-3"},"source":["bgwo2 = BMOGWO(dataset = data2, greyWolvesNum=8, archiveSize=50, maxIt= iterations)"],"id":"8BuFevjZua-3","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"background_save":true,"base_uri":"https://localhost:8080/"},"id":"OPXdkTuUugJ0","outputId":"93760acc-49fb-44fb-a71a-6872a7076a95"},"source":["bgwo2.optimize()"],"id":"OPXdkTuUugJ0","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["3/3 [==============================] - 0s 4ms/step - loss: 20.5064 - mape: 20.5064\n","3/3 [==============================] - 0s 5ms/step - loss: 17.6323 - mape: 17.6323\n","3/3 [==============================] - 0s 4ms/step - loss: 19.4097 - mape: 19.4097\n","WARNING:tensorflow:5 out of the last 25 calls to <function Model.make_test_function.<locals>.test_function at 0x7fcea2346050> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n","3/3 [==============================] - 0s 4ms/step - loss: 16.0449 - mape: 16.0449\n","WARNING:tensorflow:5 out of the last 13 calls to <function Model.make_test_function.<locals>.test_function at 0x7fce9b12eb90> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n","3/3 [==============================] - 0s 5ms/step - loss: 18.2848 - mape: 18.2848\n","3/3 [==============================] - 0s 5ms/step - loss: 14.2705 - mape: 14.2705\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8226 - mape: 15.8226\n","3/3 [==============================] - 0s 5ms/step - loss: 18.9095 - mape: 18.9095\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98712310>\n"," <GreyWolf.GreyWolf object at 0x7fce9882d450>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e810>]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [ 6.         16.04491425]\n","beta: [ 8.         14.27047443]\n","delta: [ 6.         16.04491425]\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9877 - mape: 14.9877\n","3/3 [==============================] - 0s 4ms/step - loss: 19.0342 - mape: 19.0342\n","3/3 [==============================] - 0s 4ms/step - loss: 13.8990 - mape: 13.8990\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1807 - mape: 16.1807\n","3/3 [==============================] - 0s 11ms/step - loss: 18.5923 - mape: 18.5923\n","3/3 [==============================] - 0s 3ms/step - loss: 15.9623 - mape: 15.9623\n","3/3 [==============================] - 0s 8ms/step - loss: 19.8408 - mape: 19.8408\n","3/3 [==============================] - 0s 4ms/step - loss: 12.0912 - mape: 12.0912\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9882d450>\n"," <GreyWolf.GreyWolf object at 0x7fcea2333e50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9c090>]\n","[1. 1.]\n","\n","Iteration: 1\n","alpha: [ 6.         16.04491425]\n","beta: [ 5.         19.03419685]\n","delta: [ 5.         19.03419685]\n","3/3 [==============================] - 0s 3ms/step - loss: 16.7851 - mape: 16.7851\n","3/3 [==============================] - 0s 5ms/step - loss: 17.8049 - mape: 17.8049\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8088 - mape: 16.8088\n","3/3 [==============================] - 0s 3ms/step - loss: 15.5950 - mape: 15.5950\n","3/3 [==============================] - 0s 2ms/step - loss: 14.5715 - mape: 14.5715\n","3/3 [==============================] - 0s 5ms/step - loss: 17.3777 - mape: 17.3777\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1776 - mape: 16.1776\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8226 - mape: 15.8226\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9c090>\n"," <GreyWolf.GreyWolf object at 0x7fce9882d450>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1c5210>]\n","[1. 1.]\n","\n","Iteration: 2\n","alpha: [ 6.         12.09121799]\n","beta: [ 6.         16.04491425]\n","delta: [ 5.        17.8049469]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.0473 - mape: 14.0473\n","3/3 [==============================] - 0s 5ms/step - loss: 17.5030 - mape: 17.5030\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5975 - mape: 14.5975\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4720 - mape: 16.4720\n","3/3 [==============================] - 0s 5ms/step - loss: 14.8747 - mape: 14.8747\n","3/3 [==============================] - 0s 4ms/step - loss: 15.7982 - mape: 15.7982\n","3/3 [==============================] - 0s 4ms/step - loss: 13.5200 - mape: 13.5200\n","3/3 [==============================] - 0s 4ms/step - loss: 16.9332 - mape: 16.9332\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b1c5210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9c090>\n"," <GreyWolf.GreyWolf object at 0x7fcea242bd10>]\n","[1. 1.]\n","\n","Iteration: 3\n","alpha: [ 5.        17.8049469]\n","beta: [ 6.         12.09121799]\n","delta: [ 6.         13.52003288]\n","3/3 [==============================] - 0s 4ms/step - loss: 15.7699 - mape: 15.7699\n","3/3 [==============================] - 0s 5ms/step - loss: 11.7959 - mape: 11.7959\n","3/3 [==============================] - 0s 3ms/step - loss: 14.8716 - mape: 14.8716\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4393 - mape: 17.4393\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1129 - mape: 14.1129\n","3/3 [==============================] - 0s 4ms/step - loss: 13.2542 - mape: 13.2542\n","3/3 [==============================] - 0s 5ms/step - loss: 14.0393 - mape: 14.0393\n","3/3 [==============================] - 0s 3ms/step - loss: 13.2028 - mape: 13.2028\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea242bd10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1c5210>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0a0d90>]\n","[1. 1.]\n","\n","Iteration: 4\n","alpha: [ 6.         13.52003288]\n","beta: [ 6.         11.79592705]\n","delta: [ 6.         13.52003288]\n","3/3 [==============================] - 0s 4ms/step - loss: 13.0732 - mape: 13.0732\n","3/3 [==============================] - 0s 5ms/step - loss: 14.8679 - mape: 14.8679\n","3/3 [==============================] - 0s 5ms/step - loss: 14.8677 - mape: 14.8677\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1408 - mape: 14.1408\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1295 - mape: 14.1295\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4901 - mape: 16.4901\n","3/3 [==============================] - 0s 5ms/step - loss: 13.7857 - mape: 13.7857\n","3/3 [==============================] - 0s 4ms/step - loss: 15.2064 - mape: 15.2064\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b1c5210>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0a0d90>\n"," <GreyWolf.GreyWolf object at 0x7fcea242bd10>]\n","[1. 1.]\n","\n","Iteration: 5\n","alpha: [ 6.         11.79592705]\n","beta: [ 6.         13.52003288]\n","delta: [ 6.         13.52003288]\n","3/3 [==============================] - 0s 4ms/step - loss: 12.3757 - mape: 12.3757\n","3/3 [==============================] - 0s 5ms/step - loss: 13.7880 - mape: 13.7880\n","3/3 [==============================] - 0s 4ms/step - loss: 15.7907 - mape: 15.7907\n","3/3 [==============================] - 0s 4ms/step - loss: 15.6818 - mape: 15.6818\n","3/3 [==============================] - 0s 4ms/step - loss: 12.0649 - mape: 12.0649\n","3/3 [==============================] - 0s 3ms/step - loss: 14.0116 - mape: 14.0116\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1265 - mape: 15.1265\n","3/3 [==============================] - 0s 4ms/step - loss: 14.0512 - mape: 14.0512\n","[1. 2.]\n","[1. 2.]\n","[1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b1c5210>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0a0d90>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>]\n","[2.]\n","\n","Iteration: 6\n","alpha: [ 5.        17.8049469]\n","beta: [ 6.         12.06492138]\n","delta: [ 5.        17.8049469]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.8548 - mape: 14.8548\n","3/3 [==============================] - 0s 5ms/step - loss: 18.2440 - mape: 18.2440\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8667 - mape: 16.8667\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1373 - mape: 16.1373\n","3/3 [==============================] - 0s 3ms/step - loss: 17.1257 - mape: 17.1257\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6434 - mape: 14.6434\n","3/3 [==============================] - 0s 4ms/step - loss: 15.7840 - mape: 15.7840\n","3/3 [==============================] - 0s 5ms/step - loss: 17.7473 - mape: 17.7473\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0a0d90>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce9877ca90>]\n","[1. 1.]\n","\n","Iteration: 7\n","alpha: [ 6.         11.79592705]\n","beta: [ 5.         14.64339828]\n","delta: [ 6.         11.79592705]\n","3/3 [==============================] - 0s 3ms/step - loss: 16.5653 - mape: 16.5653\n","3/3 [==============================] - 0s 7ms/step - loss: 14.6063 - mape: 14.6063\n","3/3 [==============================] - 0s 5ms/step - loss: 14.4299 - mape: 14.4299\n","3/3 [==============================] - 0s 4ms/step - loss: 13.1550 - mape: 13.1550\n","3/3 [==============================] - 0s 6ms/step - loss: 17.2249 - mape: 17.2249\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9310 - mape: 15.9310\n","3/3 [==============================] - 0s 3ms/step - loss: 14.7101 - mape: 14.7101\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4213 - mape: 16.4213\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce9877ca90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0a0d90>]\n","[1. 1.]\n","\n","Iteration: 8\n","alpha: [ 6.         12.06492138]\n","beta: [ 6.         11.79592705]\n","delta: [ 6.         11.79592705]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.1967 - mape: 13.1967\n","3/3 [==============================] - 0s 5ms/step - loss: 12.6996 - mape: 12.6996\n","3/3 [==============================] - 0s 5ms/step - loss: 11.3320 - mape: 11.3320\n","3/3 [==============================] - 0s 7ms/step - loss: 13.8069 - mape: 13.8069\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8549 - mape: 15.8549\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1009 - mape: 16.1009\n","3/3 [==============================] - 0s 5ms/step - loss: 17.2185 - mape: 17.2185\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9782 - mape: 14.9782\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9877ca90>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 9\n","alpha: [ 6.         12.06492138]\n","beta: [ 5.         14.64339828]\n","delta: [ 6.         12.06492138]\n","3/3 [==============================] - 0s 6ms/step - loss: 14.8264 - mape: 14.8264\n","3/3 [==============================] - 0s 5ms/step - loss: 15.2246 - mape: 15.2246\n","3/3 [==============================] - 0s 5ms/step - loss: 13.9835 - mape: 13.9835\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8557 - mape: 15.8557\n","3/3 [==============================] - 0s 5ms/step - loss: 15.3970 - mape: 15.3970\n","3/3 [==============================] - 0s 4ms/step - loss: 13.0058 - mape: 13.0058\n","3/3 [==============================] - 0s 5ms/step - loss: 13.1087 - mape: 13.1087\n","3/3 [==============================] - 0s 4ms/step - loss: 13.9365 - mape: 13.9365\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 10\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         12.06492138]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.3402 - mape: 13.3402\n","3/3 [==============================] - 0s 5ms/step - loss: 17.1301 - mape: 17.1301\n","3/3 [==============================] - 0s 4ms/step - loss: 14.5620 - mape: 14.5620\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9843 - mape: 14.9843\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0073 - mape: 16.0073\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1706 - mape: 14.1706\n","3/3 [==============================] - 0s 5ms/step - loss: 11.8374 - mape: 11.8374\n","3/3 [==============================] - 0s 3ms/step - loss: 14.8011 - mape: 14.8011\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 11\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         12.06492138]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 4ms/step - loss: 16.2701 - mape: 16.2701\n","3/3 [==============================] - 0s 5ms/step - loss: 17.0807 - mape: 17.0807\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4267 - mape: 16.4267\n","3/3 [==============================] - 0s 5ms/step - loss: 14.3713 - mape: 14.3713\n","3/3 [==============================] - 0s 5ms/step - loss: 14.4115 - mape: 14.4115\n","3/3 [==============================] - 0s 3ms/step - loss: 15.8662 - mape: 15.8662\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6027 - mape: 15.6027\n","3/3 [==============================] - 0s 6ms/step - loss: 14.8531 - mape: 14.8531\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 12\n","alpha: [ 6.         11.33197308]\n","beta: [ 5.         13.93645573]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5598 - mape: 13.5598\n","3/3 [==============================] - 0s 4ms/step - loss: 12.9712 - mape: 12.9712\n","3/3 [==============================] - 0s 4ms/step - loss: 13.4108 - mape: 13.4108\n","3/3 [==============================] - 0s 4ms/step - loss: 12.7543 - mape: 12.7543\n","3/3 [==============================] - 0s 4ms/step - loss: 15.2110 - mape: 15.2110\n","3/3 [==============================] - 0s 6ms/step - loss: 13.9214 - mape: 13.9214\n","3/3 [==============================] - 0s 5ms/step - loss: 14.4812 - mape: 14.4812\n","3/3 [==============================] - 0s 4ms/step - loss: 16.3004 - mape: 16.3004\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 13\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         12.06492138]\n","delta: [ 5.         13.93645573]\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7034 - mape: 14.7034\n","3/3 [==============================] - 0s 3ms/step - loss: 14.1280 - mape: 14.1280\n","3/3 [==============================] - 0s 5ms/step - loss: 13.9788 - mape: 13.9788\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9785 - mape: 15.9785\n","3/3 [==============================] - 0s 3ms/step - loss: 14.3881 - mape: 14.3881\n","3/3 [==============================] - 0s 5ms/step - loss: 12.1670 - mape: 12.1670\n","3/3 [==============================] - 0s 5ms/step - loss: 12.9089 - mape: 12.9089\n","3/3 [==============================] - 0s 5ms/step - loss: 16.3968 - mape: 16.3968\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 14\n","alpha: [ 6.         11.33197308]\n","beta: [ 5.         13.93645573]\n","delta: [ 5.         13.93645573]\n","3/3 [==============================] - 0s 5ms/step - loss: 12.9450 - mape: 12.9450\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9146 - mape: 15.9146\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1492 - mape: 15.1492\n","3/3 [==============================] - 0s 5ms/step - loss: 15.4824 - mape: 15.4824\n","3/3 [==============================] - 0s 5ms/step - loss: 16.5209 - mape: 16.5209\n","3/3 [==============================] - 0s 4ms/step - loss: 13.5119 - mape: 13.5119\n","3/3 [==============================] - 0s 5ms/step - loss: 14.4803 - mape: 14.4803\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1436 - mape: 16.1436\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 15\n","alpha: [ 6.         11.33197308]\n","beta: [ 6.         12.06492138]\n","delta: [ 6.         12.06492138]\n","3/3 [==============================] - 0s 3ms/step - loss: 13.4136 - mape: 13.4136\n","3/3 [==============================] - 0s 5ms/step - loss: 13.2243 - mape: 13.2243\n","3/3 [==============================] - 0s 6ms/step - loss: 13.1548 - mape: 13.1548\n","3/3 [==============================] - 0s 5ms/step - loss: 15.3604 - mape: 15.3604\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7738 - mape: 14.7738\n","3/3 [==============================] - 0s 5ms/step - loss: 15.4542 - mape: 15.4542\n","3/3 [==============================] - 0s 6ms/step - loss: 13.6369 - mape: 13.6369\n","3/3 [==============================] - 0s 6ms/step - loss: 13.4085 - mape: 13.4085\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 16\n","alpha: [ 6.         11.33197308]\n","beta: [ 6.         12.06492138]\n","delta: [ 5.         13.93645573]\n","3/3 [==============================] - 0s 5ms/step - loss: 14.3000 - mape: 14.3000\n","3/3 [==============================] - 0s 4ms/step - loss: 13.6309 - mape: 13.6309\n","3/3 [==============================] - 0s 4ms/step - loss: 15.6547 - mape: 15.6547\n","3/3 [==============================] - 0s 4ms/step - loss: 16.0574 - mape: 16.0574\n","3/3 [==============================] - 0s 3ms/step - loss: 13.9724 - mape: 13.9724\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1109 - mape: 15.1109\n","3/3 [==============================] - 0s 3ms/step - loss: 16.9177 - mape: 16.9177\n","3/3 [==============================] - 0s 4ms/step - loss: 14.7889 - mape: 14.7889\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 17\n","alpha: [ 6.         11.33197308]\n","beta: [ 6.         12.06492138]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 5ms/step - loss: 15.3953 - mape: 15.3953\n","3/3 [==============================] - 0s 4ms/step - loss: 16.9461 - mape: 16.9461\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9535 - mape: 14.9535\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2464 - mape: 15.2464\n","3/3 [==============================] - 0s 4ms/step - loss: 14.0217 - mape: 14.0217\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5503 - mape: 13.5503\n","3/3 [==============================] - 0s 4ms/step - loss: 14.8621 - mape: 14.8621\n","3/3 [==============================] - 0s 6ms/step - loss: 13.0736 - mape: 13.0736\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 18\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         12.06492138]\n","delta: [ 6.         12.06492138]\n","3/3 [==============================] - 0s 6ms/step - loss: 17.0470 - mape: 17.0470\n","3/3 [==============================] - 0s 5ms/step - loss: 13.6411 - mape: 13.6411\n","3/3 [==============================] - 0s 4ms/step - loss: 13.6960 - mape: 13.6960\n","3/3 [==============================] - 0s 4ms/step - loss: 17.1032 - mape: 17.1032\n","3/3 [==============================] - 0s 5ms/step - loss: 13.3626 - mape: 13.3626\n","3/3 [==============================] - 0s 4ms/step - loss: 13.2377 - mape: 13.2377\n","3/3 [==============================] - 0s 7ms/step - loss: 12.9403 - mape: 12.9403\n","3/3 [==============================] - 0s 4ms/step - loss: 14.7314 - mape: 14.7314\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 19\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         12.06492138]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6137 - mape: 14.6137\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0244 - mape: 15.0244\n","3/3 [==============================] - 0s 7ms/step - loss: 14.7213 - mape: 14.7213\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1710 - mape: 14.1710\n","3/3 [==============================] - 0s 5ms/step - loss: 16.7444 - mape: 16.7444\n","3/3 [==============================] - 0s 4ms/step - loss: 13.5473 - mape: 13.5473\n","3/3 [==============================] - 0s 5ms/step - loss: 12.9288 - mape: 12.9288\n","3/3 [==============================] - 0s 4ms/step - loss: 16.0589 - mape: 16.0589\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 20\n","alpha: [ 6.         11.33197308]\n","beta: [ 5.         13.93645573]\n","delta: [ 6.         12.06492138]\n","3/3 [==============================] - 0s 4ms/step - loss: 13.9023 - mape: 13.9023\n","3/3 [==============================] - 0s 5ms/step - loss: 12.6369 - mape: 12.6369\n","3/3 [==============================] - 0s 4ms/step - loss: 13.4463 - mape: 13.4463\n","3/3 [==============================] - 0s 5ms/step - loss: 13.9391 - mape: 13.9391\n","3/3 [==============================] - 0s 4ms/step - loss: 16.6813 - mape: 16.6813\n","3/3 [==============================] - 0s 6ms/step - loss: 15.0504 - mape: 15.0504\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8713 - mape: 15.8713\n","3/3 [==============================] - 0s 3ms/step - loss: 15.8246 - mape: 15.8246\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 21\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         11.33197308]\n","delta: [ 5.         13.93645573]\n","3/3 [==============================] - 0s 6ms/step - loss: 13.9954 - mape: 13.9954\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6883 - mape: 14.6883\n","3/3 [==============================] - 0s 6ms/step - loss: 12.4474 - mape: 12.4474\n","3/3 [==============================] - 0s 4ms/step - loss: 15.4911 - mape: 15.4911\n","3/3 [==============================] - 0s 3ms/step - loss: 12.1511 - mape: 12.1511\n","3/3 [==============================] - 0s 6ms/step - loss: 13.6034 - mape: 13.6034\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4136 - mape: 16.4136\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4523 - mape: 16.4523\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 22\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         12.06492138]\n","delta: [ 5.         13.93645573]\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1142 - mape: 16.1142\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1779 - mape: 14.1779\n","3/3 [==============================] - 0s 5ms/step - loss: 14.2950 - mape: 14.2950\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7186 - mape: 15.7186\n","3/3 [==============================] - 0s 3ms/step - loss: 13.4410 - mape: 13.4410\n","3/3 [==============================] - 0s 5ms/step - loss: 14.6761 - mape: 14.6761\n","3/3 [==============================] - 0s 5ms/step - loss: 12.1657 - mape: 12.1657\n","3/3 [==============================] - 0s 6ms/step - loss: 15.4845 - mape: 15.4845\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 23\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         12.06492138]\n","delta: [ 6.         12.06492138]\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1912 - mape: 16.1912\n","3/3 [==============================] - 0s 4ms/step - loss: 14.9131 - mape: 14.9131\n","3/3 [==============================] - 0s 6ms/step - loss: 14.0051 - mape: 14.0051\n","3/3 [==============================] - 0s 4ms/step - loss: 14.7234 - mape: 14.7234\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0658 - mape: 15.0658\n","3/3 [==============================] - 0s 6ms/step - loss: 18.5229 - mape: 18.5229\n","3/3 [==============================] - 0s 3ms/step - loss: 12.3118 - mape: 12.3118\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2277 - mape: 14.2277\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 24\n","alpha: [ 6.         11.33197308]\n","beta: [ 5.         13.93645573]\n","delta: [ 5.         13.93645573]\n","3/3 [==============================] - 0s 4ms/step - loss: 16.6031 - mape: 16.6031\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6435 - mape: 14.6435\n","3/3 [==============================] - 0s 4ms/step - loss: 13.5107 - mape: 13.5107\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1023 - mape: 15.1023\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1429 - mape: 15.1429\n","3/3 [==============================] - 0s 3ms/step - loss: 15.3634 - mape: 15.3634\n","3/3 [==============================] - 0s 6ms/step - loss: 14.7361 - mape: 14.7361\n","3/3 [==============================] - 0s 6ms/step - loss: 14.3555 - mape: 14.3555\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 25\n","alpha: [ 6.         11.33197308]\n","beta: [ 6.         12.06492138]\n","delta: [ 5.         13.93645573]\n","3/3 [==============================] - 0s 3ms/step - loss: 14.3087 - mape: 14.3087\n","3/3 [==============================] - 0s 3ms/step - loss: 16.1626 - mape: 16.1626\n","3/3 [==============================] - 0s 5ms/step - loss: 13.1342 - mape: 13.1342\n","3/3 [==============================] - 0s 6ms/step - loss: 14.1168 - mape: 14.1168\n","3/3 [==============================] - 0s 7ms/step - loss: 15.1556 - mape: 15.1556\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1265 - mape: 14.1265\n","3/3 [==============================] - 0s 3ms/step - loss: 14.3067 - mape: 14.3067\n","3/3 [==============================] - 0s 6ms/step - loss: 15.8441 - mape: 15.8441\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 26\n","alpha: [ 6.         11.33197308]\n","beta: [ 5.         13.93645573]\n","delta: [ 6.         12.06492138]\n","3/3 [==============================] - 0s 4ms/step - loss: 13.0115 - mape: 13.0115\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6623 - mape: 14.6623\n","3/3 [==============================] - 0s 3ms/step - loss: 14.7890 - mape: 14.7890\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9746 - mape: 14.9746\n","3/3 [==============================] - 0s 4ms/step - loss: 15.6481 - mape: 15.6481\n","3/3 [==============================] - 0s 4ms/step - loss: 14.4003 - mape: 14.4003\n","3/3 [==============================] - 0s 5ms/step - loss: 13.8970 - mape: 13.8970\n","3/3 [==============================] - 0s 3ms/step - loss: 14.6103 - mape: 14.6103\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 27\n","alpha: [ 6.         12.06492138]\n","beta: [ 5.         13.93645573]\n","delta: [ 6.         12.06492138]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.6219 - mape: 13.6219\n","3/3 [==============================] - 0s 5ms/step - loss: 12.7627 - mape: 12.7627\n","3/3 [==============================] - 0s 6ms/step - loss: 12.6422 - mape: 12.6422\n","3/3 [==============================] - 0s 5ms/step - loss: 12.1467 - mape: 12.1467\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5249 - mape: 15.5249\n","3/3 [==============================] - 0s 3ms/step - loss: 18.3478 - mape: 18.3478\n","3/3 [==============================] - 0s 4ms/step - loss: 12.5038 - mape: 12.5038\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9772 - mape: 14.9772\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>]\n","[1. 1.]\n","\n","Iteration: 28\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         11.33197308]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 3ms/step - loss: 12.3278 - mape: 12.3278\n","3/3 [==============================] - 0s 5ms/step - loss: 14.3117 - mape: 14.3117\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1393 - mape: 16.1393\n","3/3 [==============================] - 0s 5ms/step - loss: 13.8344 - mape: 13.8344\n","3/3 [==============================] - 0s 3ms/step - loss: 12.8661 - mape: 12.8661\n","3/3 [==============================] - 0s 5ms/step - loss: 14.0400 - mape: 14.0400\n","3/3 [==============================] - 0s 5ms/step - loss: 15.2307 - mape: 15.2307\n","3/3 [==============================] - 0s 4ms/step - loss: 13.2164 - mape: 13.2164\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 29\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         11.33197308]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.0483 - mape: 13.0483\n","3/3 [==============================] - 0s 5ms/step - loss: 13.7797 - mape: 13.7797\n","3/3 [==============================] - 0s 5ms/step - loss: 12.3542 - mape: 12.3542\n","3/3 [==============================] - 0s 4ms/step - loss: 15.7223 - mape: 15.7223\n","3/3 [==============================] - 0s 5ms/step - loss: 16.6695 - mape: 16.6695\n","3/3 [==============================] - 0s 4ms/step - loss: 15.6296 - mape: 15.6296\n","3/3 [==============================] - 0s 3ms/step - loss: 12.5378 - mape: 12.5378\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3151 - mape: 16.3151\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fce98856290>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 30\n","alpha: [ 6.         11.33197308]\n","beta: [ 6.         12.06492138]\n","delta: [ 6.         12.06492138]\n","3/3 [==============================] - 0s 5ms/step - loss: 10.8720 - mape: 10.8720\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5263 - mape: 13.5263\n","3/3 [==============================] - 0s 4ms/step - loss: 15.1451 - mape: 15.1451\n","3/3 [==============================] - 0s 4ms/step - loss: 13.8381 - mape: 13.8381\n","3/3 [==============================] - 0s 4ms/step - loss: 13.8169 - mape: 13.8169\n","3/3 [==============================] - 0s 3ms/step - loss: 12.4606 - mape: 12.4606\n","3/3 [==============================] - 0s 6ms/step - loss: 15.5958 - mape: 15.5958\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4528 - mape: 16.4528\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[1. 1.]\n","\n","Iteration: 31\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.         13.93645573]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 3ms/step - loss: 13.6988 - mape: 13.6988\n","3/3 [==============================] - 0s 7ms/step - loss: 12.4767 - mape: 12.4767\n","3/3 [==============================] - 0s 4ms/step - loss: 13.7790 - mape: 13.7790\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1616 - mape: 15.1616\n","3/3 [==============================] - 0s 3ms/step - loss: 16.8088 - mape: 16.8088\n","3/3 [==============================] - 0s 4ms/step - loss: 14.9008 - mape: 14.9008\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6097 - mape: 14.6097\n","3/3 [==============================] - 0s 6ms/step - loss: 13.9992 - mape: 13.9992\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23e37d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[1. 1.]\n","\n","Iteration: 32\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         11.33197308]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 3ms/step - loss: 12.8020 - mape: 12.8020\n","3/3 [==============================] - 0s 5ms/step - loss: 11.9425 - mape: 11.9425\n","3/3 [==============================] - 0s 7ms/step - loss: 14.9689 - mape: 14.9689\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6787 - mape: 14.6787\n","3/3 [==============================] - 0s 3ms/step - loss: 12.6995 - mape: 12.6995\n","3/3 [==============================] - 0s 5ms/step - loss: 15.2137 - mape: 15.2137\n","3/3 [==============================] - 0s 4ms/step - loss: 13.3466 - mape: 13.3466\n","3/3 [==============================] - 0s 5ms/step - loss: 15.2529 - mape: 15.2529\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 33\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         13.93645573]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.4391 - mape: 14.4391\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0182 - mape: 15.0182\n","3/3 [==============================] - 0s 4ms/step - loss: 14.5632 - mape: 14.5632\n","3/3 [==============================] - 0s 4ms/step - loss: 18.6810 - mape: 18.6810\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2289 - mape: 15.2289\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2778 - mape: 14.2778\n","3/3 [==============================] - 0s 6ms/step - loss: 12.8577 - mape: 12.8577\n","3/3 [==============================] - 0s 6ms/step - loss: 16.4252 - mape: 16.4252\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23e37d0>]\n","[1. 1.]\n","\n","Iteration: 34\n","alpha: [ 5.         13.93645573]\n","beta: [ 6.         11.33197308]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 5ms/step - loss: 15.7303 - mape: 15.7303\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5884 - mape: 13.5884\n","3/3 [==============================] - 0s 4ms/step - loss: 11.4579 - mape: 11.4579\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0819 - mape: 16.0819\n","3/3 [==============================] - 0s 3ms/step - loss: 13.5403 - mape: 13.5403\n","3/3 [==============================] - 0s 4ms/step - loss: 14.0481 - mape: 14.0481\n","3/3 [==============================] - 0s 5ms/step - loss: 14.4070 - mape: 14.4070\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1859 - mape: 14.1859\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>]\n","[1. 1.]\n","\n","Iteration: 35\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         11.33197308]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.6075 - mape: 13.6075\n","3/3 [==============================] - 0s 3ms/step - loss: 16.0330 - mape: 16.0330\n","3/3 [==============================] - 0s 5ms/step - loss: 12.8366 - mape: 12.8366\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9978 - mape: 15.9978\n","3/3 [==============================] - 0s 6ms/step - loss: 13.4345 - mape: 13.4345\n","3/3 [==============================] - 0s 5ms/step - loss: 12.3833 - mape: 12.3833\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1149 - mape: 14.1149\n","3/3 [==============================] - 0s 5ms/step - loss: 14.6662 - mape: 14.6662\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>]\n","[1. 1.]\n","\n","Iteration: 36\n","alpha: [ 6.         11.33197308]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 3ms/step - loss: 14.8039 - mape: 14.8039\n","3/3 [==============================] - 0s 4ms/step - loss: 15.0892 - mape: 15.0892\n","3/3 [==============================] - 0s 4ms/step - loss: 16.5972 - mape: 16.5972\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5531 - mape: 13.5531\n","3/3 [==============================] - 0s 6ms/step - loss: 14.1445 - mape: 14.1445\n","3/3 [==============================] - 0s 5ms/step - loss: 14.2196 - mape: 14.2196\n","3/3 [==============================] - 0s 3ms/step - loss: 14.6734 - mape: 14.6734\n","3/3 [==============================] - 0s 6ms/step - loss: 12.1905 - mape: 12.1905\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>]\n","[1. 1.]\n","\n","Iteration: 37\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 6ms/step - loss: 13.5131 - mape: 13.5131\n","3/3 [==============================] - 0s 6ms/step - loss: 13.2561 - mape: 13.2561\n","3/3 [==============================] - 0s 6ms/step - loss: 14.0711 - mape: 14.0711\n","3/3 [==============================] - 0s 5ms/step - loss: 13.7025 - mape: 13.7025\n","3/3 [==============================] - 0s 4ms/step - loss: 13.9993 - mape: 13.9993\n","3/3 [==============================] - 0s 6ms/step - loss: 12.4544 - mape: 12.4544\n","3/3 [==============================] - 0s 7ms/step - loss: 12.8671 - mape: 12.8671\n","3/3 [==============================] - 0s 4ms/step - loss: 16.8102 - mape: 16.8102\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[1. 1.]\n","\n","Iteration: 38\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         10.87199402]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5504 - mape: 14.5504\n","3/3 [==============================] - 0s 4ms/step - loss: 17.6720 - mape: 17.6720\n","3/3 [==============================] - 0s 5ms/step - loss: 15.5690 - mape: 15.5690\n","3/3 [==============================] - 0s 6ms/step - loss: 13.2971 - mape: 13.2971\n","3/3 [==============================] - 0s 3ms/step - loss: 16.0911 - mape: 16.0911\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9954 - mape: 14.9954\n","3/3 [==============================] - 0s 3ms/step - loss: 14.8757 - mape: 14.8757\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5359 - mape: 14.5359\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e5e350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>]\n","[1. 1.]\n","\n","Iteration: 39\n","alpha: [ 6.         10.87199402]\n","beta: [ 6.         11.33197308]\n","delta: [ 6.         11.33197308]\n","3/3 [==============================] - 0s 3ms/step - loss: 15.6443 - mape: 15.6443\n","3/3 [==============================] - 0s 6ms/step - loss: 11.0894 - mape: 11.0894\n","3/3 [==============================] - 0s 7ms/step - loss: 14.7650 - mape: 14.7650\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4482 - mape: 16.4482\n","3/3 [==============================] - 0s 6ms/step - loss: 17.1646 - mape: 17.1646\n","3/3 [==============================] - 0s 6ms/step - loss: 14.0973 - mape: 14.0973\n","3/3 [==============================] - 0s 4ms/step - loss: 15.1084 - mape: 15.1084\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5736 - mape: 15.5736\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[1. 1.]\n","\n","Iteration: 40\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 3ms/step - loss: 13.6266 - mape: 13.6266\n","3/3 [==============================] - 0s 4ms/step - loss: 13.5647 - mape: 13.5647\n","3/3 [==============================] - 0s 6ms/step - loss: 13.3357 - mape: 13.3357\n","3/3 [==============================] - 0s 3ms/step - loss: 12.1369 - mape: 12.1369\n","3/3 [==============================] - 0s 8ms/step - loss: 12.7633 - mape: 12.7633\n","3/3 [==============================] - 0s 4ms/step - loss: 13.9355 - mape: 13.9355\n","3/3 [==============================] - 0s 9ms/step - loss: 16.2753 - mape: 16.2753\n","3/3 [==============================] - 0s 6ms/step - loss: 14.1580 - mape: 14.1580\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>]\n","[1. 1.]\n","\n","Iteration: 41\n","alpha: [ 6.         11.08939171]\n","beta: [ 5.         11.45793915]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 3ms/step - loss: 12.4289 - mape: 12.4289\n","3/3 [==============================] - 0s 4ms/step - loss: 13.5307 - mape: 13.5307\n","3/3 [==============================] - 0s 7ms/step - loss: 13.0087 - mape: 13.0087\n","3/3 [==============================] - 0s 4ms/step - loss: 12.1737 - mape: 12.1737\n","3/3 [==============================] - 0s 3ms/step - loss: 14.3253 - mape: 14.3253\n","3/3 [==============================] - 0s 3ms/step - loss: 12.3873 - mape: 12.3873\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0510 - mape: 16.0510\n","3/3 [==============================] - 0s 4ms/step - loss: 14.4652 - mape: 14.4652\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[1. 1.]\n","\n","Iteration: 42\n","alpha: [ 6.         11.08939171]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 7ms/step - loss: 11.8247 - mape: 11.8247\n","3/3 [==============================] - 0s 4ms/step - loss: 14.5125 - mape: 14.5125\n","3/3 [==============================] - 0s 5ms/step - loss: 13.7225 - mape: 13.7225\n","3/3 [==============================] - 0s 3ms/step - loss: 16.6500 - mape: 16.6500\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7705 - mape: 15.7705\n","3/3 [==============================] - 0s 6ms/step - loss: 13.2465 - mape: 13.2465\n","3/3 [==============================] - 0s 6ms/step - loss: 13.6946 - mape: 13.6946\n","3/3 [==============================] - 0s 4ms/step - loss: 12.9787 - mape: 12.9787\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[1. 1.]\n","\n","Iteration: 43\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         11.08939171]\n","3/3 [==============================] - 0s 6ms/step - loss: 11.9753 - mape: 11.9753\n","3/3 [==============================] - 0s 5ms/step - loss: 13.8177 - mape: 13.8177\n","3/3 [==============================] - 0s 4ms/step - loss: 14.4717 - mape: 14.4717\n","3/3 [==============================] - 0s 4ms/step - loss: 14.0641 - mape: 14.0641\n","3/3 [==============================] - 0s 6ms/step - loss: 15.6527 - mape: 15.6527\n","3/3 [==============================] - 0s 4ms/step - loss: 13.6975 - mape: 13.6975\n","3/3 [==============================] - 0s 3ms/step - loss: 15.3230 - mape: 15.3230\n","3/3 [==============================] - 0s 4ms/step - loss: 17.8579 - mape: 17.8579\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[1. 1.]\n","\n","Iteration: 44\n","alpha: [ 6.         10.87199402]\n","beta: [ 6.         11.08939171]\n","delta: [ 6.         11.08939171]\n","3/3 [==============================] - 0s 6ms/step - loss: 14.7263 - mape: 14.7263\n","3/3 [==============================] - 0s 5ms/step - loss: 15.8653 - mape: 15.8653\n","3/3 [==============================] - 0s 7ms/step - loss: 13.6343 - mape: 13.6343\n","3/3 [==============================] - 0s 7ms/step - loss: 12.7776 - mape: 12.7776\n","3/3 [==============================] - 0s 4ms/step - loss: 14.5016 - mape: 14.5016\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8393 - mape: 15.8393\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2843 - mape: 15.2843\n","3/3 [==============================] - 0s 4ms/step - loss: 17.3427 - mape: 17.3427\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[1. 1.]\n","\n","Iteration: 45\n","alpha: [ 6.         11.08939171]\n","beta: [ 6.         10.87199402]\n","delta: [ 6.         11.08939171]\n","3/3 [==============================] - 0s 7ms/step - loss: 16.6602 - mape: 16.6602\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9247 - mape: 15.9247\n","3/3 [==============================] - 0s 6ms/step - loss: 12.3312 - mape: 12.3312\n","3/3 [==============================] - 0s 4ms/step - loss: 14.4814 - mape: 14.4814\n","3/3 [==============================] - 0s 3ms/step - loss: 14.9571 - mape: 14.9571\n","3/3 [==============================] - 0s 3ms/step - loss: 13.7379 - mape: 13.7379\n","3/3 [==============================] - 0s 6ms/step - loss: 12.4554 - mape: 12.4554\n","3/3 [==============================] - 0s 6ms/step - loss: 16.0838 - mape: 16.0838\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[1. 1.]\n","\n","Iteration: 46\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         10.87199402]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 6ms/step - loss: 12.5927 - mape: 12.5927\n","3/3 [==============================] - 0s 3ms/step - loss: 13.6034 - mape: 13.6034\n","3/3 [==============================] - 0s 5ms/step - loss: 13.3858 - mape: 13.3858\n","3/3 [==============================] - 0s 6ms/step - loss: 13.5084 - mape: 13.5084\n","3/3 [==============================] - 0s 5ms/step - loss: 12.6136 - mape: 12.6136\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7993 - mape: 15.7993\n","3/3 [==============================] - 0s 4ms/step - loss: 13.1218 - mape: 13.1218\n","3/3 [==============================] - 0s 3ms/step - loss: 13.2936 - mape: 13.2936\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>]\n","[1. 1.]\n","\n","Iteration: 47\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         11.08939171]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 3ms/step - loss: 13.9883 - mape: 13.9883\n","3/3 [==============================] - 0s 5ms/step - loss: 13.3441 - mape: 13.3441\n","3/3 [==============================] - 0s 6ms/step - loss: 17.2739 - mape: 17.2739\n","3/3 [==============================] - 0s 13ms/step - loss: 13.0970 - mape: 13.0970\n","3/3 [==============================] - 0s 4ms/step - loss: 15.4785 - mape: 15.4785\n","3/3 [==============================] - 0s 6ms/step - loss: 15.2783 - mape: 15.2783\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2437 - mape: 14.2437\n","3/3 [==============================] - 0s 6ms/step - loss: 17.0588 - mape: 17.0588\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>]\n","[1. 1.]\n","\n","Iteration: 48\n","alpha: [ 6.         11.08939171]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.7094 - mape: 13.7094\n","3/3 [==============================] - 0s 6ms/step - loss: 13.4823 - mape: 13.4823\n","3/3 [==============================] - 0s 4ms/step - loss: 17.2044 - mape: 17.2044\n","3/3 [==============================] - 0s 5ms/step - loss: 12.8314 - mape: 12.8314\n","3/3 [==============================] - 0s 4ms/step - loss: 12.8114 - mape: 12.8114\n","3/3 [==============================] - 0s 3ms/step - loss: 11.8792 - mape: 11.8792\n","3/3 [==============================] - 0s 3ms/step - loss: 14.3686 - mape: 14.3686\n","3/3 [==============================] - 0s 6ms/step - loss: 13.7519 - mape: 13.7519\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[1. 1.]\n","\n","Iteration: 49\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 4ms/step - loss: 17.9936 - mape: 17.9936\n","3/3 [==============================] - 0s 4ms/step - loss: 13.3458 - mape: 13.3458\n","3/3 [==============================] - 0s 5ms/step - loss: 13.1114 - mape: 13.1114\n","3/3 [==============================] - 0s 7ms/step - loss: 13.5944 - mape: 13.5944\n","3/3 [==============================] - 0s 6ms/step - loss: 15.0923 - mape: 15.0923\n","3/3 [==============================] - 0s 6ms/step - loss: 12.5357 - mape: 12.5357\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2269 - mape: 14.2269\n","3/3 [==============================] - 0s 7ms/step - loss: 15.4832 - mape: 15.4832\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea90>]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 50\n","alpha: [ 5.         11.45793915]\n","beta: [ 4.         17.99363899]\n","delta: [ 6.         11.08939171]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.4956 - mape: 13.4956\n","3/3 [==============================] - 0s 4ms/step - loss: 14.5861 - mape: 14.5861\n","3/3 [==============================] - 0s 5ms/step - loss: 12.6556 - mape: 12.6556\n","3/3 [==============================] - 0s 5ms/step - loss: 12.3327 - mape: 12.3327\n","3/3 [==============================] - 0s 7ms/step - loss: 13.4965 - mape: 13.4965\n","3/3 [==============================] - 0s 8ms/step - loss: 14.4424 - mape: 14.4424\n","3/3 [==============================] - 0s 4ms/step - loss: 12.8805 - mape: 12.8805\n","3/3 [==============================] - 0s 4ms/step - loss: 14.4391 - mape: 14.4391\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea90>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 51\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         11.08939171]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 6ms/step - loss: 12.8061 - mape: 12.8061\n","3/3 [==============================] - 0s 5ms/step - loss: 12.8447 - mape: 12.8447\n","3/3 [==============================] - 0s 4ms/step - loss: 12.0735 - mape: 12.0735\n","3/3 [==============================] - 0s 7ms/step - loss: 13.6474 - mape: 13.6474\n","3/3 [==============================] - 0s 4ms/step - loss: 13.3322 - mape: 13.3322\n","3/3 [==============================] - 0s 3ms/step - loss: 14.9540 - mape: 14.9540\n","3/3 [==============================] - 0s 4ms/step - loss: 13.7751 - mape: 13.7751\n","3/3 [==============================] - 0s 8ms/step - loss: 11.6556 - mape: 11.6556\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 52\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         10.87199402]\n","delta: [ 6.         11.08939171]\n","3/3 [==============================] - 0s 4ms/step - loss: 12.6648 - mape: 12.6648\n","3/3 [==============================] - 0s 4ms/step - loss: 16.8808 - mape: 16.8808\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2776 - mape: 14.2776\n","3/3 [==============================] - 0s 5ms/step - loss: 13.0981 - mape: 13.0981\n","3/3 [==============================] - 0s 4ms/step - loss: 15.1135 - mape: 15.1135\n","3/3 [==============================] - 0s 5ms/step - loss: 15.7521 - mape: 15.7521\n","3/3 [==============================] - 0s 7ms/step - loss: 12.5757 - mape: 12.5757\n","3/3 [==============================] - 0s 6ms/step - loss: 13.4056 - mape: 13.4056\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1cd0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 53\n","alpha: [ 6.         10.87199402]\n","beta: [ 6.         11.08939171]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 6ms/step - loss: 12.9163 - mape: 12.9163\n","3/3 [==============================] - 0s 8ms/step - loss: 15.3912 - mape: 15.3912\n","3/3 [==============================] - 0s 6ms/step - loss: 12.6880 - mape: 12.6880\n","3/3 [==============================] - 0s 4ms/step - loss: 13.7166 - mape: 13.7166\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1236 - mape: 16.1236\n","3/3 [==============================] - 0s 3ms/step - loss: 16.3108 - mape: 16.3108\n","3/3 [==============================] - 0s 4ms/step - loss: 13.4819 - mape: 13.4819\n","3/3 [==============================] - 0s 4ms/step - loss: 13.4030 - mape: 13.4030\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 54\n","alpha: [ 6.         11.08939171]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         12.57566166]\n","3/3 [==============================] - 0s 4ms/step - loss: 15.1911 - mape: 15.1911\n","3/3 [==============================] - 0s 5ms/step - loss: 13.9207 - mape: 13.9207\n","3/3 [==============================] - 0s 5ms/step - loss: 13.0618 - mape: 13.0618\n","3/3 [==============================] - 0s 7ms/step - loss: 12.3670 - mape: 12.3670\n","3/3 [==============================] - 0s 7ms/step - loss: 14.9802 - mape: 14.9802\n","3/3 [==============================] - 0s 6ms/step - loss: 13.3534 - mape: 13.3534\n","3/3 [==============================] - 0s 4ms/step - loss: 14.0600 - mape: 14.0600\n","3/3 [==============================] - 0s 6ms/step - loss: 11.5893 - mape: 11.5893\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e8ce50>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 55\n","alpha: [ 6.         11.08939171]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         11.58927822]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2966 - mape: 14.2966\n","3/3 [==============================] - 0s 6ms/step - loss: 16.2196 - mape: 16.2196\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6594 - mape: 14.6594\n","3/3 [==============================] - 0s 3ms/step - loss: 15.5492 - mape: 15.5492\n","3/3 [==============================] - 0s 6ms/step - loss: 13.4954 - mape: 13.4954\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5622 - mape: 14.5622\n","3/3 [==============================] - 0s 6ms/step - loss: 14.3445 - mape: 14.3445\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6948 - mape: 14.6948\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e8ce50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>]\n","[1. 2. 1.]\n","[1. 2.]\n","\n","Iteration: 56\n","alpha: [ 4.         16.21961594]\n","beta: [ 6.         11.58927822]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 3ms/step - loss: 14.3779 - mape: 14.3779\n","3/3 [==============================] - 0s 7ms/step - loss: 14.0607 - mape: 14.0607\n","3/3 [==============================] - 0s 4ms/step - loss: 13.0690 - mape: 13.0690\n","3/3 [==============================] - 0s 7ms/step - loss: 13.0717 - mape: 13.0717\n","3/3 [==============================] - 0s 2ms/step - loss: 11.7986 - mape: 11.7986\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1741 - mape: 14.1741\n","3/3 [==============================] - 0s 8ms/step - loss: 11.9366 - mape: 11.9366\n","3/3 [==============================] - 0s 3ms/step - loss: 13.1135 - mape: 13.1135\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e8ce50>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 57\n","alpha: [ 6.         11.58927822]\n","beta: [ 6.         11.08939171]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 5ms/step - loss: 13.2148 - mape: 13.2148\n","3/3 [==============================] - 0s 3ms/step - loss: 15.5324 - mape: 15.5324\n","3/3 [==============================] - 0s 3ms/step - loss: 15.3371 - mape: 15.3371\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0963 - mape: 16.0963\n","3/3 [==============================] - 0s 4ms/step - loss: 15.3006 - mape: 15.3006\n","3/3 [==============================] - 0s 7ms/step - loss: 12.8364 - mape: 12.8364\n","3/3 [==============================] - 0s 6ms/step - loss: 18.3772 - mape: 18.3772\n","3/3 [==============================] - 0s 7ms/step - loss: 17.2349 - mape: 17.2349\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e8ce50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 58\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         15.53237247]\n","delta: [ 6.         11.58927822]\n","3/3 [==============================] - 0s 7ms/step - loss: 14.6798 - mape: 14.6798\n","3/3 [==============================] - 0s 7ms/step - loss: 14.4902 - mape: 14.4902\n","3/3 [==============================] - 0s 6ms/step - loss: 13.2426 - mape: 13.2426\n","3/3 [==============================] - 0s 3ms/step - loss: 14.2261 - mape: 14.2261\n","3/3 [==============================] - 0s 3ms/step - loss: 15.0473 - mape: 15.0473\n","3/3 [==============================] - 0s 8ms/step - loss: 13.6835 - mape: 13.6835\n","3/3 [==============================] - 0s 5ms/step - loss: 13.2971 - mape: 13.2971\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5546 - mape: 13.5546\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e8ce50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 59\n","alpha: [ 6.         14.49015331]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 7ms/step - loss: 15.0710 - mape: 15.0710\n","3/3 [==============================] - 0s 6ms/step - loss: 12.7598 - mape: 12.7598\n","3/3 [==============================] - 0s 3ms/step - loss: 14.3560 - mape: 14.3560\n","3/3 [==============================] - 0s 5ms/step - loss: 13.8114 - mape: 13.8114\n","3/3 [==============================] - 0s 4ms/step - loss: 12.2321 - mape: 12.2321\n","3/3 [==============================] - 0s 7ms/step - loss: 16.1323 - mape: 16.1323\n","3/3 [==============================] - 0s 4ms/step - loss: 11.4539 - mape: 11.4539\n","3/3 [==============================] - 0s 3ms/step - loss: 11.5279 - mape: 11.5279\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 60\n","alpha: [ 6.         11.45393848]\n","beta: [ 6.         11.08939171]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 4ms/step - loss: 13.8267 - mape: 13.8267\n","3/3 [==============================] - 0s 5ms/step - loss: 13.4916 - mape: 13.4916\n","3/3 [==============================] - 0s 3ms/step - loss: 15.5897 - mape: 15.5897\n","3/3 [==============================] - 0s 3ms/step - loss: 13.8972 - mape: 13.8972\n","3/3 [==============================] - 0s 4ms/step - loss: 12.8374 - mape: 12.8374\n","3/3 [==============================] - 0s 7ms/step - loss: 14.1871 - mape: 14.1871\n","3/3 [==============================] - 0s 3ms/step - loss: 13.7143 - mape: 13.7143\n","3/3 [==============================] - 0s 6ms/step - loss: 13.7192 - mape: 13.7192\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 61\n","alpha: [ 6.         11.45393848]\n","beta: [ 6.         10.87199402]\n","delta: [ 6.        13.4916029]\n","3/3 [==============================] - 0s 4ms/step - loss: 11.9964 - mape: 11.9964\n","3/3 [==============================] - 0s 7ms/step - loss: 16.0306 - mape: 16.0306\n","3/3 [==============================] - 0s 3ms/step - loss: 12.9822 - mape: 12.9822\n","3/3 [==============================] - 0s 4ms/step - loss: 11.8059 - mape: 11.8059\n","3/3 [==============================] - 0s 3ms/step - loss: 14.5256 - mape: 14.5256\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0096 - mape: 15.0096\n","3/3 [==============================] - 0s 6ms/step - loss: 17.9189 - mape: 17.9189\n","3/3 [==============================] - 0s 3ms/step - loss: 14.8708 - mape: 14.8708\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 62\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         11.45393848]\n","delta: [ 6.         16.03058624]\n","3/3 [==============================] - 0s 4ms/step - loss: 12.9426 - mape: 12.9426\n","3/3 [==============================] - 0s 4ms/step - loss: 13.2333 - mape: 13.2333\n","3/3 [==============================] - 0s 10ms/step - loss: 14.7921 - mape: 14.7921\n","3/3 [==============================] - 0s 10ms/step - loss: 15.3254 - mape: 15.3254\n","3/3 [==============================] - 0s 8ms/step - loss: 15.3052 - mape: 15.3052\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1426 - mape: 14.1426\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8812 - mape: 15.8812\n","3/3 [==============================] - 0s 4ms/step - loss: 12.4858 - mape: 12.4858\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ef1090>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 63\n","alpha: [ 6.         11.08939171]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         11.45393848]\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5471 - mape: 15.5471\n","3/3 [==============================] - 0s 7ms/step - loss: 12.5856 - mape: 12.5856\n","3/3 [==============================] - 0s 3ms/step - loss: 14.9789 - mape: 14.9789\n","3/3 [==============================] - 0s 8ms/step - loss: 12.5340 - mape: 12.5340\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5774 - mape: 15.5774\n","3/3 [==============================] - 0s 12ms/step - loss: 13.3796 - mape: 13.3796\n","3/3 [==============================] - 0s 8ms/step - loss: 12.4845 - mape: 12.4845\n","3/3 [==============================] - 0s 4ms/step - loss: 13.1384 - mape: 13.1384\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ef1090>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [ 6.         12.48583508]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 4ms/step - loss: 13.2496 - mape: 13.2496\n","3/3 [==============================] - 0s 3ms/step - loss: 13.6610 - mape: 13.6610\n","3/3 [==============================] - 0s 7ms/step - loss: 13.7647 - mape: 13.7647\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2382 - mape: 14.2382\n","3/3 [==============================] - 0s 8ms/step - loss: 13.2235 - mape: 13.2235\n","3/3 [==============================] - 0s 7ms/step - loss: 15.1751 - mape: 15.1751\n","3/3 [==============================] - 0s 4ms/step - loss: 11.7821 - mape: 11.7821\n","3/3 [==============================] - 0s 6ms/step - loss: 12.5416 - mape: 12.5416\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ef1090>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 65\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         11.45393848]\n","delta: [ 6.         11.08939171]\n","3/3 [==============================] - 0s 8ms/step - loss: 13.6769 - mape: 13.6769\n","3/3 [==============================] - 0s 8ms/step - loss: 18.3379 - mape: 18.3379\n","3/3 [==============================] - 0s 8ms/step - loss: 11.1125 - mape: 11.1125\n","3/3 [==============================] - 0s 5ms/step - loss: 14.2205 - mape: 14.2205\n","3/3 [==============================] - 0s 4ms/step - loss: 13.7153 - mape: 13.7153\n","3/3 [==============================] - 0s 6ms/step - loss: 17.1081 - mape: 17.1081\n","3/3 [==============================] - 0s 7ms/step - loss: 15.4068 - mape: 15.4068\n","3/3 [==============================] - 0s 5ms/step - loss: 12.0983 - mape: 12.0983\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 66\n","alpha: [ 6.         11.08939171]\n","beta: [ 5.         11.11253071]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 3ms/step - loss: 13.4945 - mape: 13.4945\n","3/3 [==============================] - 0s 8ms/step - loss: 13.4572 - mape: 13.4572\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1551 - mape: 16.1551\n","3/3 [==============================] - 0s 3ms/step - loss: 13.3961 - mape: 13.3961\n","3/3 [==============================] - 0s 10ms/step - loss: 14.7041 - mape: 14.7041\n","3/3 [==============================] - 0s 7ms/step - loss: 13.7023 - mape: 13.7023\n","3/3 [==============================] - 0s 5ms/step - loss: 14.3187 - mape: 14.3187\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9781 - mape: 14.9781\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e950>]\n","[1. 1. 2. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 67\n","alpha: [ 5.         11.45793915]\n","beta: [ 5.         11.11253071]\n","delta: [ 4.         16.15505219]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1891 - mape: 14.1891\n","3/3 [==============================] - 0s 6ms/step - loss: 15.8169 - mape: 15.8169\n","3/3 [==============================] - 0s 4ms/step - loss: 12.6157 - mape: 12.6157\n","3/3 [==============================] - 0s 3ms/step - loss: 15.1586 - mape: 15.1586\n","3/3 [==============================] - 0s 3ms/step - loss: 13.8116 - mape: 13.8116\n","3/3 [==============================] - 0s 7ms/step - loss: 15.0267 - mape: 15.0267\n","3/3 [==============================] - 0s 7ms/step - loss: 13.9159 - mape: 13.9159\n","3/3 [==============================] - 0s 4ms/step - loss: 17.8959 - mape: 17.8959\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 68\n","alpha: [ 6.         11.45393848]\n","beta: [ 5.         11.11253071]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 4ms/step - loss: 12.3919 - mape: 12.3919\n","3/3 [==============================] - 0s 8ms/step - loss: 15.6373 - mape: 15.6373\n","3/3 [==============================] - 0s 4ms/step - loss: 11.8032 - mape: 11.8032\n","3/3 [==============================] - 0s 4ms/step - loss: 14.9932 - mape: 14.9932\n","3/3 [==============================] - 0s 4ms/step - loss: 12.9003 - mape: 12.9003\n","3/3 [==============================] - 0s 5ms/step - loss: 14.0398 - mape: 14.0398\n","3/3 [==============================] - 0s 8ms/step - loss: 18.4745 - mape: 18.4745\n","3/3 [==============================] - 0s 3ms/step - loss: 14.3248 - mape: 14.3248\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>]\n","[1. 1. 2. 2. 1.]\n","[1. 2. 2. 1.]\n","\n","Iteration: 69\n","alpha: [ 6.         15.63733196]\n","beta: [ 5.         11.11253071]\n","delta: [ 6.         11.45393848]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.5073 - mape: 14.5073\n","3/3 [==============================] - 0s 4ms/step - loss: 15.6028 - mape: 15.6028\n","3/3 [==============================] - 0s 7ms/step - loss: 13.6077 - mape: 13.6077\n","3/3 [==============================] - 0s 7ms/step - loss: 13.3813 - mape: 13.3813\n","3/3 [==============================] - 0s 8ms/step - loss: 13.3340 - mape: 13.3340\n","3/3 [==============================] - 0s 8ms/step - loss: 13.6761 - mape: 13.6761\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1461 - mape: 14.1461\n","3/3 [==============================] - 0s 7ms/step - loss: 16.3482 - mape: 16.3482\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e8d0>]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 70\n","alpha: [ 6.         13.60770988]\n","beta: [ 6.         14.14606667]\n","delta: [ 6.         15.60275459]\n","3/3 [==============================] - 0s 8ms/step - loss: 14.3923 - mape: 14.3923\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1916 - mape: 16.1916\n","3/3 [==============================] - 0s 4ms/step - loss: 13.7023 - mape: 13.7023\n","3/3 [==============================] - 0s 4ms/step - loss: 12.6704 - mape: 12.6704\n","3/3 [==============================] - 0s 3ms/step - loss: 15.6011 - mape: 15.6011\n","3/3 [==============================] - 0s 5ms/step - loss: 14.0342 - mape: 14.0342\n","3/3 [==============================] - 0s 4ms/step - loss: 14.8338 - mape: 14.8338\n","3/3 [==============================] - 0s 8ms/step - loss: 12.4447 - mape: 12.4447\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e8d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e950>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 71\n","alpha: [ 6.         13.70226479]\n","beta: [ 6.         11.45393848]\n","delta: [ 7.         14.83378696]\n","3/3 [==============================] - 0s 3ms/step - loss: 11.4750 - mape: 11.4750\n","3/3 [==============================] - 0s 9ms/step - loss: 15.5813 - mape: 15.5813\n","3/3 [==============================] - 0s 6ms/step - loss: 13.8417 - mape: 13.8417\n","3/3 [==============================] - 0s 3ms/step - loss: 13.4270 - mape: 13.4270\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9298 - mape: 15.9298\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5090 - mape: 13.5090\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5437 - mape: 13.5437\n","3/3 [==============================] - 0s 8ms/step - loss: 12.8720 - mape: 12.8720\n","[2. 2. 1. 1. 2. 1.]\n","[2. 2. 1. 1. 2. 1.]\n","[2. 2. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e8d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>]\n","[2. 2. 1. 1. 2.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 72\n","alpha: [ 6.         15.58133793]\n","beta: [ 6.         13.54374504]\n","delta: [ 6.         12.87204933]\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7355 - mape: 15.7355\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0642 - mape: 15.0642\n","3/3 [==============================] - 0s 6ms/step - loss: 12.3917 - mape: 12.3917\n","3/3 [==============================] - 0s 9ms/step - loss: 13.1898 - mape: 13.1898\n","3/3 [==============================] - 0s 3ms/step - loss: 14.6824 - mape: 14.6824\n","3/3 [==============================] - 0s 5ms/step - loss: 13.3207 - mape: 13.3207\n","3/3 [==============================] - 0s 8ms/step - loss: 13.8687 - mape: 13.8687\n","3/3 [==============================] - 0s 4ms/step - loss: 17.9099 - mape: 17.9099\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e8d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 73\n","alpha: [ 5.         11.11253071]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         17.90992355]\n","3/3 [==============================] - 0s 6ms/step - loss: 12.1768 - mape: 12.1768\n","3/3 [==============================] - 0s 5ms/step - loss: 13.5501 - mape: 13.5501\n","3/3 [==============================] - 0s 5ms/step - loss: 13.4819 - mape: 13.4819\n","3/3 [==============================] - 0s 4ms/step - loss: 14.8240 - mape: 14.8240\n","3/3 [==============================] - 0s 6ms/step - loss: 14.4920 - mape: 14.4920\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1189 - mape: 14.1189\n","3/3 [==============================] - 0s 10ms/step - loss: 14.6278 - mape: 14.6278\n","3/3 [==============================] - 0s 4ms/step - loss: 15.3479 - mape: 15.3479\n","[2. 1. 2. 1. 1. 2.]\n","[2. 1. 2. 1. 1. 2.]\n","[2. 1. 2. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>]\n","[2. 1. 2. 1. 2.]\n","[2. 1. 2. 2.]\n","\n","Iteration: 74\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.         14.62776947]\n","delta: [ 5.         12.17676258]\n","3/3 [==============================] - 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0s 3ms/step - loss: 13.9282 - mape: 13.9282\n","3/3 [==============================] - 0s 3ms/step - loss: 13.3967 - mape: 13.3967\n","3/3 [==============================] - 0s 9ms/step - loss: 13.5345 - mape: 13.5345\n","3/3 [==============================] - 0s 8ms/step - loss: 14.9606 - mape: 14.9606\n","3/3 [==============================] - 0s 4ms/step - loss: 13.7353 - mape: 13.7353\n","3/3 [==============================] - 0s 14ms/step - loss: 14.4402 - mape: 14.4402\n","3/3 [==============================] - 0s 6ms/step - loss: 12.1702 - mape: 12.1702\n","3/3 [==============================] - 0s 3ms/step - loss: 13.6697 - mape: 13.6697\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea2392390>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 76\n","alpha: [ 5.         11.11253071]\n","beta: [ 5.         12.54085159]\n","delta: [ 5.         13.39668655]\n","3/3 [==============================] - 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0s 3ms/step - loss: 13.5570 - mape: 13.5570\n","3/3 [==============================] - 0s 8ms/step - loss: 12.7255 - mape: 12.7255\n","3/3 [==============================] - 0s 4ms/step - loss: 15.7300 - mape: 15.7300\n","3/3 [==============================] - 0s 8ms/step - loss: 12.8572 - mape: 12.8572\n","3/3 [==============================] - 0s 8ms/step - loss: 13.6160 - mape: 13.6160\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8486 - mape: 15.8486\n","3/3 [==============================] - 0s 6ms/step - loss: 14.2421 - mape: 14.2421\n","3/3 [==============================] - 0s 3ms/step - loss: 14.0733 - mape: 14.0733\n","[2. 2. 1. 1. 1. 2.]\n","[2. 2. 1. 1. 1. 2.]\n","[2. 2. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2392390>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>]\n","[2. 2. 1. 1. 2.]\n","[2. 2. 1. 2.]\n","\n","Iteration: 78\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.        14.2421484]\n","delta: [ 5.         12.72550774]\n","3/3 [==============================] - 0s 7ms/step - loss: 12.2598 - mape: 12.2598\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1461 - mape: 14.1461\n","3/3 [==============================] - 0s 6ms/step - loss: 13.5642 - mape: 13.5642\n","3/3 [==============================] - 0s 5ms/step - loss: 13.2627 - mape: 13.2627\n","3/3 [==============================] - 0s 5ms/step - loss: 14.8592 - mape: 14.8592\n","3/3 [==============================] - 0s 3ms/step - loss: 11.7078 - mape: 11.7078\n","3/3 [==============================] - 0s 8ms/step - loss: 15.8535 - mape: 15.8535\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0849 - mape: 16.0849\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2392390>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 79\n","alpha: [ 6.         11.45393848]\n","beta: [ 5.         11.11253071]\n","delta: [ 6.         15.85346699]\n","3/3 [==============================] - 0s 8ms/step - loss: 12.5485 - mape: 12.5485\n","3/3 [==============================] - 0s 4ms/step - loss: 14.3860 - mape: 14.3860\n","3/3 [==============================] - 0s 3ms/step - loss: 14.5523 - mape: 14.5523\n","3/3 [==============================] - 0s 4ms/step - loss: 15.9063 - mape: 15.9063\n","3/3 [==============================] - 0s 4ms/step - loss: 15.0977 - mape: 15.0977\n","3/3 [==============================] - 0s 8ms/step - loss: 14.0868 - mape: 14.0868\n","3/3 [==============================] - 0s 4ms/step - loss: 13.5243 - mape: 13.5243\n","3/3 [==============================] - 0s 4ms/step - loss: 15.1896 - mape: 15.1896\n","[2. 2. 1. 1. 2. 1.]\n","[2. 2. 1. 1. 2. 1.]\n","[2. 2. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2392390>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>]\n","[2. 1. 1. 1. 2. 1.]\n","[2. 1. 1. 2. 1.]\n","\n","Iteration: 80\n","alpha: [ 5.         12.17676258]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         13.52430439]\n","3/3 [==============================] - 0s 8ms/step - loss: 12.9156 - mape: 12.9156\n","3/3 [==============================] - 0s 6ms/step - loss: 14.7468 - mape: 14.7468\n","3/3 [==============================] - 0s 7ms/step - loss: 13.3459 - mape: 13.3459\n","3/3 [==============================] - 0s 10ms/step - loss: 14.2829 - mape: 14.2829\n","3/3 [==============================] - 0s 8ms/step - loss: 14.8765 - mape: 14.8765\n","3/3 [==============================] - 0s 4ms/step - loss: 13.6644 - mape: 13.6644\n","3/3 [==============================] - 0s 8ms/step - loss: 12.7997 - mape: 12.7997\n","3/3 [==============================] - 0s 6ms/step - loss: 13.8507 - mape: 13.8507\n","[2. 1. 2. 1. 2. 1.]\n","[2. 1. 2. 1. 2. 1.]\n","[2. 1. 2. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2392390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[2. 1. 2. 2. 1.]\n","[2. 1. 2. 2.]\n","\n","Iteration: 81\n","alpha: [ 6.         10.87199402]\n","beta: [ 6.         14.74677658]\n","delta: [ 5.         12.17676258]\n","3/3 [==============================] - 0s 3ms/step - loss: 14.6735 - mape: 14.6735\n","3/3 [==============================] - 0s 5ms/step - loss: 12.4988 - mape: 12.4988\n","3/3 [==============================] - 0s 4ms/step - loss: 13.8969 - mape: 13.8969\n","3/3 [==============================] - 0s 3ms/step - loss: 13.9595 - mape: 13.9595\n","3/3 [==============================] - 0s 7ms/step - loss: 13.3365 - mape: 13.3365\n","3/3 [==============================] - 0s 5ms/step - loss: 13.1311 - mape: 13.1311\n","3/3 [==============================] - 0s 6ms/step - loss: 13.4640 - mape: 13.4640\n","3/3 [==============================] - 0s 8ms/step - loss: 13.8490 - mape: 13.8490\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea2392390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 82\n","alpha: [ 5.         11.45793915]\n","beta: [ 6.         10.87199402]\n","delta: [ 6.         11.08939171]\n","3/3 [==============================] - 0s 3ms/step - loss: 12.1276 - mape: 12.1276\n","3/3 [==============================] - 0s 8ms/step - loss: 15.0647 - mape: 15.0647\n","3/3 [==============================] - 0s 8ms/step - loss: 15.8906 - mape: 15.8906\n","3/3 [==============================] - 0s 7ms/step - loss: 16.0978 - mape: 16.0978\n","3/3 [==============================] - 0s 3ms/step - loss: 13.2991 - mape: 13.2991\n","3/3 [==============================] - 0s 6ms/step - loss: 12.9786 - mape: 12.9786\n","3/3 [==============================] - 0s 9ms/step - loss: 14.0439 - mape: 14.0439\n","3/3 [==============================] - 0s 8ms/step - loss: 15.9890 - mape: 15.9890\n","[2. 1. 1. 1. 1. 1. 2.]\n","[2. 1. 1. 1. 1. 1. 2.]\n","[2. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e37150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2392390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[2. 1. 1. 1. 1. 2.]\n","[2. 1. 1. 1. 2.]\n","\n","Iteration: 83\n","alpha: [ 5.         15.06473064]\n","beta: [ 5.         12.17676258]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 7ms/step - loss: 14.4681 - mape: 14.4681\n","3/3 [==============================] - 0s 4ms/step - loss: 15.9260 - mape: 15.9260\n","3/3 [==============================] - 0s 8ms/step - loss: 15.7346 - mape: 15.7346\n","3/3 [==============================] - 0s 8ms/step - loss: 14.2569 - mape: 14.2569\n","3/3 [==============================] - 0s 7ms/step - loss: 10.9828 - mape: 10.9828\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1344 - mape: 15.1344\n","3/3 [==============================] - 0s 8ms/step - loss: 12.4541 - mape: 12.4541\n","3/3 [==============================] - 0s 8ms/step - loss: 14.4412 - mape: 14.4412\n","[2. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2392390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>]\n","[2. 1. 2. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 84\n","alpha: [ 7.         15.92602253]\n","beta: [ 5.         11.45793915]\n","delta: [ 6.         12.45413208]\n","3/3 [==============================] - 0s 10ms/step - loss: 11.5312 - mape: 11.5312\n","3/3 [==============================] - 0s 9ms/step - loss: 12.1183 - mape: 12.1183\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6370 - mape: 14.6370\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6009 - mape: 14.6009\n","3/3 [==============================] - 0s 8ms/step - loss: 12.0501 - mape: 12.0501\n","3/3 [==============================] - 0s 6ms/step - loss: 10.9358 - mape: 10.9358\n","3/3 [==============================] - 0s 5ms/step - loss: 15.4277 - mape: 15.4277\n","3/3 [==============================] - 0s 8ms/step - loss: 12.3702 - mape: 12.3702\n","[2. 2. 2. 1. 1. 1.]\n","[2. 2. 2. 1. 1. 1.]\n","[2. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0c4e890>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>]\n","[2. 2. 2. 1. 1.]\n","[2. 2. 2. 1.]\n","\n","Iteration: 85\n","alpha: [ 6.         11.45393848]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         15.42766666]\n","3/3 [==============================] - 0s 7ms/step - loss: 11.9371 - mape: 11.9371\n","3/3 [==============================] - 0s 9ms/step - loss: 14.1779 - mape: 14.1779\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9298 - mape: 15.9298\n","3/3 [==============================] - 0s 6ms/step - loss: 12.6275 - mape: 12.6275\n","3/3 [==============================] - 0s 6ms/step - loss: 14.9122 - mape: 14.9122\n","3/3 [==============================] - 0s 9ms/step - loss: 11.9952 - mape: 11.9952\n","3/3 [==============================] - 0s 8ms/step - loss: 13.5597 - mape: 13.5597\n","3/3 [==============================] - 0s 7ms/step - loss: 15.3343 - mape: 15.3343\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>]\n","[2. 2. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 86\n","alpha: [ 6.         11.93708134]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         12.17676258]\n","3/3 [==============================] - 0s 4ms/step - loss: 12.9443 - mape: 12.9443\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7329 - mape: 14.7329\n","3/3 [==============================] - 0s 10ms/step - loss: 13.2371 - mape: 13.2371\n","3/3 [==============================] - 0s 9ms/step - loss: 11.5609 - mape: 11.5609\n","3/3 [==============================] - 0s 10ms/step - loss: 16.5965 - mape: 16.5965\n","3/3 [==============================] - 0s 9ms/step - loss: 13.6883 - mape: 13.6883\n","3/3 [==============================] - 0s 3ms/step - loss: 13.3125 - mape: 13.3125\n","3/3 [==============================] - 0s 4ms/step - loss: 13.6480 - mape: 13.6480\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[2. 2. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 87\n","alpha: [ 6.         10.87199402]\n","beta: [ 6.         14.73291302]\n","delta: [ 6.         11.93708134]\n","3/3 [==============================] - 0s 6ms/step - loss: 16.4440 - mape: 16.4440\n","3/3 [==============================] - 0s 5ms/step - loss: 14.0836 - mape: 14.0836\n","3/3 [==============================] - 0s 6ms/step - loss: 12.0014 - mape: 12.0014\n","3/3 [==============================] - 0s 6ms/step - loss: 14.0977 - mape: 14.0977\n","3/3 [==============================] - 0s 6ms/step - loss: 12.3239 - mape: 12.3239\n","3/3 [==============================] - 0s 9ms/step - loss: 12.2247 - mape: 12.2247\n","3/3 [==============================] - 0s 8ms/step - loss: 17.5377 - mape: 17.5377\n","3/3 [==============================] - 0s 8ms/step - loss: 14.0310 - mape: 14.0310\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>]\n","[2. 2. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 88\n","alpha: [ 5.         12.17676258]\n","beta: [ 6.         11.93708134]\n","delta: [ 6.         14.08359718]\n","3/3 [==============================] - 0s 3ms/step - loss: 13.2785 - mape: 13.2785\n","3/3 [==============================] - 0s 4ms/step - loss: 13.3981 - mape: 13.3981\n","3/3 [==============================] - 0s 7ms/step - loss: 12.0234 - mape: 12.0234\n","3/3 [==============================] - 0s 10ms/step - loss: 12.2908 - mape: 12.2908\n","3/3 [==============================] - 0s 8ms/step - loss: 13.2132 - mape: 13.2132\n","3/3 [==============================] - 0s 4ms/step - loss: 13.9464 - mape: 13.9464\n","3/3 [==============================] - 0s 3ms/step - loss: 13.6536 - mape: 13.6536\n","3/3 [==============================] - 0s 3ms/step - loss: 13.8821 - mape: 13.8821\n","[2. 1. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>]\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 89\n","alpha: [ 6.         11.93708134]\n","beta: [ 6.         10.87199402]\n","delta: [ 6.         11.45393848]\n","3/3 [==============================] - 0s 10ms/step - loss: 14.8936 - mape: 14.8936\n","3/3 [==============================] - 0s 9ms/step - loss: 12.3247 - mape: 12.3247\n","3/3 [==============================] - 0s 6ms/step - loss: 13.1507 - mape: 13.1507\n","3/3 [==============================] - 0s 3ms/step - loss: 14.7059 - mape: 14.7059\n","3/3 [==============================] - 0s 9ms/step - loss: 14.7221 - mape: 14.7221\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1186 - mape: 14.1186\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6701 - mape: 14.6701\n","3/3 [==============================] - 0s 5ms/step - loss: 13.6343 - mape: 13.6343\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 90\n","alpha: [ 5.         12.17676258]\n","beta: [ 6.         11.93708134]\n","delta: [ 6.         12.32472801]\n","3/3 [==============================] - 0s 9ms/step - loss: 12.5255 - mape: 12.5255\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6013 - mape: 14.6013\n","3/3 [==============================] - 0s 6ms/step - loss: 13.5409 - mape: 13.5409\n","3/3 [==============================] - 0s 10ms/step - loss: 14.4411 - mape: 14.4411\n","3/3 [==============================] - 0s 4ms/step - loss: 14.7419 - mape: 14.7419\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9421 - mape: 15.9421\n","3/3 [==============================] - 0s 8ms/step - loss: 15.9130 - mape: 15.9130\n","3/3 [==============================] - 0s 10ms/step - loss: 16.2354 - mape: 16.2354\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>]\n","[2. 2. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 91\n","alpha: [ 5.         12.17676258]\n","beta: [ 6.         11.93708134]\n","delta: [ 6.         11.45393848]\n","3/3 [==============================] - 0s 6ms/step - loss: 14.3012 - mape: 14.3012\n","3/3 [==============================] - 0s 4ms/step - loss: 14.8790 - mape: 14.8790\n","3/3 [==============================] - 0s 10ms/step - loss: 13.0408 - mape: 13.0408\n","3/3 [==============================] - 0s 7ms/step - loss: 14.4069 - mape: 14.4069\n","3/3 [==============================] - 0s 5ms/step - loss: 13.6356 - mape: 13.6356\n","3/3 [==============================] - 0s 6ms/step - loss: 12.8690 - mape: 12.8690\n","3/3 [==============================] - 0s 4ms/step - loss: 13.9691 - mape: 13.9691\n","3/3 [==============================] - 0s 8ms/step - loss: 13.7801 - mape: 13.7801\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>]\n","[2. 2. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 92\n","alpha: [ 6.         11.93708134]\n","beta: [ 6.         14.87900257]\n","delta: [ 6.         11.45393848]\n","3/3 [==============================] - 0s 3ms/step - loss: 15.6565 - mape: 15.6565\n","3/3 [==============================] - 0s 4ms/step - loss: 15.0618 - mape: 15.0618\n","3/3 [==============================] - 0s 4ms/step - loss: 12.9466 - mape: 12.9466\n","3/3 [==============================] - 0s 4ms/step - loss: 13.1484 - mape: 13.1484\n","3/3 [==============================] - 0s 8ms/step - loss: 19.7457 - mape: 19.7457\n","3/3 [==============================] - 0s 7ms/step - loss: 15.5611 - mape: 15.5611\n","3/3 [==============================] - 0s 10ms/step - loss: 13.5366 - mape: 13.5366\n","3/3 [==============================] - 0s 3ms/step - loss: 11.9296 - mape: 11.9296\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>]\n","[2. 2. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 93\n","alpha: [ 5.         12.17676258]\n","beta: [ 6.         11.93708134]\n","delta: [ 6.         10.87199402]\n","3/3 [==============================] - 0s 6ms/step - loss: 11.8221 - mape: 11.8221\n","3/3 [==============================] - 0s 6ms/step - loss: 17.5683 - mape: 17.5683\n","3/3 [==============================] - 0s 4ms/step - loss: 16.5079 - mape: 16.5079\n","3/3 [==============================] - 0s 8ms/step - loss: 14.3220 - mape: 14.3220\n","3/3 [==============================] - 0s 10ms/step - loss: 13.5531 - mape: 13.5531\n","3/3 [==============================] - 0s 9ms/step - loss: 11.6467 - mape: 11.6467\n","3/3 [==============================] - 0s 5ms/step - loss: 13.0520 - mape: 13.0520\n","3/3 [==============================] - 0s 4ms/step - loss: 14.8860 - mape: 14.8860\n","[3. 2. 1. 2. 1.]\n","[3. 2. 1. 2. 1.]\n","[3. 2. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>]\n","[3. 2. 2. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 94\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.         12.17676258]\n","delta: [ 5.         11.45793915]\n","3/3 [==============================] - 0s 3ms/step - loss: 17.1656 - mape: 17.1656\n","3/3 [==============================] - 0s 3ms/step - loss: 12.7284 - mape: 12.7284\n","3/3 [==============================] - 0s 6ms/step - loss: 13.6434 - mape: 13.6434\n","3/3 [==============================] - 0s 3ms/step - loss: 17.0201 - mape: 17.0201\n","3/3 [==============================] - 0s 7ms/step - loss: 15.7607 - mape: 15.7607\n","3/3 [==============================] - 0s 8ms/step - loss: 15.3988 - mape: 15.3988\n","3/3 [==============================] - 0s 6ms/step - loss: 13.8145 - mape: 13.8145\n","3/3 [==============================] - 0s 3ms/step - loss: 13.3609 - mape: 13.3609\n","[1. 2. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e810>]\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","\n","Iteration: 95\n","alpha: [ 5.         12.72835922]\n","beta: [ 6.         11.93708134]\n","delta: [ 6.         11.45393848]\n","3/3 [==============================] - 0s 3ms/step - loss: 11.3605 - mape: 11.3605\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9772 - mape: 15.9772\n","3/3 [==============================] - 0s 9ms/step - loss: 16.8245 - mape: 16.8245\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0946 - mape: 15.0946\n","3/3 [==============================] - 0s 3ms/step - loss: 13.2569 - mape: 13.2569\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1742 - mape: 14.1742\n","3/3 [==============================] - 0s 6ms/step - loss: 13.9202 - mape: 13.9202\n","3/3 [==============================] - 0s 8ms/step - loss: 15.0872 - mape: 15.0872\n","[3. 1. 1. 1. 1. 1. 1. 1.]\n","[3. 1. 1. 1. 1. 1. 1. 1.]\n","[3. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e810>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>]\n","[3. 1. 1. 1. 1. 1. 1.]\n","[3. 1. 1. 1. 1. 1.]\n","\n","Iteration: 96\n","alpha: [ 5.         15.97717762]\n","beta: [ 6.         10.87199402]\n","delta: [ 5.         12.17676258]\n","3/3 [==============================] - 0s 2ms/step - loss: 13.9227 - mape: 13.9227\n","3/3 [==============================] - 0s 3ms/step - loss: 11.6898 - mape: 11.6898\n","3/3 [==============================] - 0s 4ms/step - loss: 13.3385 - mape: 13.3385\n","3/3 [==============================] - 0s 6ms/step - loss: 14.4886 - mape: 14.4886\n","3/3 [==============================] - 0s 4ms/step - loss: 12.7726 - mape: 12.7726\n","3/3 [==============================] - 0s 6ms/step - loss: 16.6352 - mape: 16.6352\n","3/3 [==============================] - 0s 5ms/step - loss: 13.6846 - mape: 13.6846\n","3/3 [==============================] - 0s 3ms/step - loss: 13.2353 - mape: 13.2353\n","[3. 2. 1. 1. 1. 2.]\n","[3. 2. 1. 1. 1. 2.]\n","[3. 2. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e810>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>]\n","[3. 2. 1. 1. 2.]\n","[3. 2. 1. 2.]\n","\n","Iteration: 97\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.         16.63522911]\n","delta: [ 5.         12.17676258]\n","3/3 [==============================] - 0s 9ms/step - loss: 14.4069 - mape: 14.4069\n","3/3 [==============================] - 0s 3ms/step - loss: 16.6587 - mape: 16.6587\n","3/3 [==============================] - 0s 6ms/step - loss: 13.9815 - mape: 13.9815\n","3/3 [==============================] - 0s 7ms/step - loss: 13.4746 - mape: 13.4746\n","3/3 [==============================] - 0s 7ms/step - loss: 14.8452 - mape: 14.8452\n","3/3 [==============================] - 0s 4ms/step - loss: 12.7103 - mape: 12.7103\n","3/3 [==============================] - 0s 4ms/step - loss: 11.7899 - mape: 11.7899\n","3/3 [==============================] - 0s 9ms/step - loss: 13.0303 - mape: 13.0303\n","[3. 1. 2. 1. 1. 2.]\n","[3. 1. 2. 1. 1. 2.]\n","[3. 1. 2. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e810>]\n","[3. 1. 2. 1. 2.]\n","[3. 2. 1. 2.]\n","\n","Iteration: 98\n","alpha: [ 6.         10.87199402]\n","beta: [ 5.         11.45793915]\n","delta: [ 5.         16.65873337]\n","3/3 [==============================] - 0s 11ms/step - loss: 12.4799 - mape: 12.4799\n","3/3 [==============================] - 0s 6ms/step - loss: 13.6542 - mape: 13.6542\n","3/3 [==============================] - 0s 4ms/step - loss: 15.0274 - mape: 15.0274\n","3/3 [==============================] - 0s 5ms/step - loss: 14.1378 - mape: 14.1378\n","3/3 [==============================] - 0s 4ms/step - loss: 14.1559 - mape: 14.1559\n","3/3 [==============================] - 0s 4ms/step - loss: 13.8822 - mape: 13.8822\n","3/3 [==============================] - 0s 10ms/step - loss: 13.8947 - mape: 13.8947\n","3/3 [==============================] - 0s 4ms/step - loss: 15.1319 - mape: 15.1319\n","[2. 2. 1. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2209b90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b126210>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd9b190>\n"," <GreyWolf.GreyWolf object at 0x7fcea2107c50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3f4ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fed210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4ea10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c4e810>\n"," <GreyWolf.GreyWolf object at 0x7fcea23bda10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2249390>]\n","[2. 2. 1. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1.]\n","\n","Iteration: 99\n","alpha: [ 6.         13.65419483]\n","beta: [ 5.         12.17676258]\n","delta: [ 6.         11.45393848]\n","3/3 [==============================] - 0s 3ms/step - loss: 15.1861 - mape: 15.1861\n","3/3 [==============================] - 0s 6ms/step - loss: 13.9819 - mape: 13.9819\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1363 - mape: 15.1363\n","3/3 [==============================] - 0s 8ms/step - loss: 15.1577 - mape: 15.1577\n","3/3 [==============================] - 0s 8ms/step - loss: 13.3419 - mape: 13.3419\n","3/3 [==============================] - 0s 3ms/step - loss: 13.7548 - mape: 13.7548\n","3/3 [==============================] - 0s 8ms/step - loss: 12.1901 - mape: 12.1901\n","3/3 [==============================] - 0s 8ms/step - loss: 17.4192 - mape: 17.4192\n"]}]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"tWyjiUvoxULi","outputId":"74929f79-58f3-4cc0-a9c7-01c2739c90e0"},"source":["for nonD in bgwo2.archive:\n","  print(nonD.cost, nonD.position)"],"id":"tWyjiUvoxULi","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["[ 5.         11.11253071] [0 0 0 0 1 0 0 0 1 0 1 1 1]\n","[ 5.         10.98276138] [0 0 0 0 1 0 0 0 1 0 1 1 1]\n","[ 5.         10.93576622] [0 0 0 0 1 0 0 0 1 0 1 1 1]\n","[ 6.         11.45393848] [0 1 0 0 1 0 0 0 1 0 1 1 1]\n","[ 6.         11.93708134] [0 1 0 0 1 0 0 0 1 0 1 1 1]\n","[ 6.         13.75484371] [0 1 0 0 1 0 0 0 1 0 1 1 1]\n","[ 6.         10.87199402] [0 1 0 0 1 0 0 0 1 0 1 1 1]\n","[ 5.         11.45793915] [0 0 0 0 1 0 0 0 1 0 1 1 1]\n","[ 6.         13.98187065] [0 1 0 0 1 0 0 0 1 0 1 1 1]\n","[ 5.         12.17676258] [0 0 0 0 1 0 0 0 1 0 1 1 1]\n"]}]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"NOfBK8eHtSiY"},"source":["# writing exploration data to file\n","writeExplorationResults(2, iterations, bgwo2.explored)"],"id":"NOfBK8eHtSiY","execution_count":null,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"7VoaSqspmbJN"},"source":["#### Dataset 3"],"id":"7VoaSqspmbJN"},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"Imc8t2kDmXzd","outputId":"79478881-bd66-478a-e9ca-ade055ac427e"},"source":["inFile3 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/BreastEW/BreastEW-final.csv\"\n","data3 = pd.read_csv(inFile3)\n","data3 = data3.rename(columns={\"quality\": \"target\"})\n","data3.head"],"id":"Imc8t2kDmXzd","execution_count":null,"outputs":[{"data":{"text/plain":["<bound method NDFrame.head of          0      1       2       3  ...       27      28       29  target\n","0    13.44  21.58   86.18   563.0  ...  0.11120  0.2994  0.07146       1\n","1    10.49  18.61   66.86   334.3  ...  0.06528  0.2213  0.07842       2\n","2    10.96  17.62   70.79   365.6  ...  0.09861  0.2289  0.08278       2\n","3    13.81  23.75   91.56   597.8  ...  0.20130  0.4432  0.10860       1\n","4    16.46  20.11  109.30   832.9  ...  0.20350  0.3054  0.09519       1\n","..     ...    ...     ...     ...  ...      ...     ...      ...     ...\n","563  13.28  20.28   87.32   545.2  ...  0.14920  0.3739  0.10270       1\n","564  15.28  22.41   98.92   710.6  ...  0.12260  0.3175  0.09772       1\n","565  24.63  21.60  165.50  1841.0  ...  0.24750  0.3157  0.09671       1\n","566  14.86  16.94   94.89   673.7  ...  0.07971  0.2525  0.06827       2\n","567  11.90  14.65   78.11   432.8  ...  0.06042  0.2727  0.10360       2\n","\n","[568 rows x 31 columns]>"]},"execution_count":null,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"hfFnsVjpnDmD"},"source":["def obj_fun3(sel_features):\n","  ann = ANN(sel_features, data3)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"],"id":"hfFnsVjpnDmD","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"U7N0u02UnPdH"},"source":["bgwo3 = BMOGWO(dataset = data3, greyWolvesNum=8, archiveSize=50, maxIt= iterations)"],"id":"U7N0u02UnPdH","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"ycm7WPiSGXj1","outputId":"94f0b52b-a2b9-491c-da82-e80a200183d5"},"source":["bgwo3.optimize()"],"id":"ycm7WPiSGXj1","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["6/6 [==============================] - 0s 3ms/step - loss: 5.5251 - mape: 5.5251\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8929 - mape: 3.8929\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4718 - mape: 4.4718\n","6/6 [==============================] - 0s 3ms/step - loss: 8.3245 - mape: 8.3245\n","6/6 [==============================] - 0s 2ms/step - loss: 4.1759 - mape: 4.1759\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5982 - mape: 4.5982\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7608 - mape: 5.7608\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9232 - mape: 5.9232\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2149750>\n"," <GreyWolf.GreyWolf object at 0x7fcea215f790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [14.          5.52508402]\n","beta: [15.         3.8929162]\n","delta: [14.          5.52508402]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3048 - mape: 4.3048\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4240 - mape: 7.4240\n","6/6 [==============================] - 0s 3ms/step - loss: 1.9566 - mape: 1.9566\n","6/6 [==============================] - 0s 2ms/step - loss: 3.7549 - mape: 3.7549\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3031 - mape: 3.3031\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0563 - mape: 6.0563\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2694 - mape: 5.2694\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7983 - mape: 3.7983\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149750>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557650>\n"," <GreyWolf.GreyWolf object at 0x7fcea256b750>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 1\n","alpha: [14.          5.52508402]\n","beta: [17.          3.75486398]\n","delta: [15.          3.79826021]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8680 - mape: 4.8680\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0336 - mape: 4.0336\n","6/6 [==============================] - 0s 2ms/step - loss: 5.8959 - mape: 5.8959\n","6/6 [==============================] - 0s 2ms/step - loss: 6.1631 - mape: 6.1631\n","6/6 [==============================] - 0s 5ms/step - loss: 5.9275 - mape: 5.9275\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2056 - mape: 5.2056\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2341 - mape: 5.2341\n","6/6 [==============================] - 0s 3ms/step - loss: 7.7254 - mape: 7.7254\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557790>\n"," <GreyWolf.GreyWolf object at 0x7fcea256b750>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149750>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557650>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 2\n","alpha: [14.          5.52508402]\n","beta: [15.          3.79826021]\n","delta: [9.         5.92320013]\n","6/6 [==============================] - 0s 3ms/step - loss: 9.7580 - mape: 9.7580\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3182 - mape: 4.3182\n","6/6 [==============================] - 0s 3ms/step - loss: 7.9628 - mape: 7.9628\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6192 - mape: 3.6192\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5415 - mape: 4.5415\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6962 - mape: 3.6962\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1095 - mape: 5.1095\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2642 - mape: 4.2642\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557650>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149750>\n"," <GreyWolf.GreyWolf object at 0x7fcea256b750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557650>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557390>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 3\n","alpha: [14.          5.52508402]\n","beta: [16.          3.69620657]\n","delta: [12.          4.31822205]\n","6/6 [==============================] - 0s 3ms/step - loss: 2.3082 - mape: 2.3082\n","6/6 [==============================] - 0s 2ms/step - loss: 5.4278 - mape: 5.4278\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8408 - mape: 6.8408\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1081 - mape: 6.1081\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3635 - mape: 5.3635\n","6/6 [==============================] - 0s 3ms/step - loss: 7.7656 - mape: 7.7656\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3406 - mape: 5.3406\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0967 - mape: 5.0967\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea256b750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149750>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e07150>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 4\n","alpha: [14.          2.30824995]\n","beta: [12.          4.31822205]\n","delta: [14.          5.52508402]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0310 - mape: 5.0310\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7846 - mape: 6.7846\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1111 - mape: 6.1111\n","6/6 [==============================] - 0s 4ms/step - loss: 2.2945 - mape: 2.2945\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6610 - mape: 3.6610\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3133 - mape: 6.3133\n","6/6 [==============================] - 0s 3ms/step - loss: 10.5532 - mape: 10.5532\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9155 - mape: 3.9155\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557390>\n"," <GreyWolf.GreyWolf object at 0x7fce98e07150>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fce987f1550>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>]\n","[1. 1. 1. 2.]\n","[1. 1. 2.]\n","\n","Iteration: 5\n","alpha: [15.          6.31333256]\n","beta: [12.          4.31822205]\n","delta: [9.         5.92320013]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8982 - mape: 6.8982\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8578 - mape: 3.8578\n","6/6 [==============================] - 0s 3ms/step - loss: 12.0353 - mape: 12.0353\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2592 - mape: 3.2592\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1684 - mape: 7.1684\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1509 - mape: 3.1509\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8596 - mape: 5.8596\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5820 - mape: 6.5820\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e07150>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557390>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557650>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 6\n","alpha: [13.          3.25919962]\n","beta: [15.          3.15094781]\n","delta: [12.          4.31822205]\n","6/6 [==============================] - 0s 5ms/step - loss: 4.0364 - mape: 4.0364\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0029 - mape: 5.0029\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9733 - mape: 3.9733\n","6/6 [==============================] - 0s 2ms/step - loss: 7.1116 - mape: 7.1116\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8999 - mape: 2.8999\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9776 - mape: 4.9776\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6791 - mape: 2.6791\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6914 - mape: 4.6914\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e07150>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557390>\n"," <GreyWolf.GreyWolf object at 0x7fce9bdd6650>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 7\n","alpha: [13.          2.89986396]\n","beta: [9.         5.92320013]\n","delta: [12.          3.85780478]\n","6/6 [==============================] - 0s 3ms/step - loss: 2.0458 - mape: 2.0458\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3952 - mape: 4.3952\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9874 - mape: 5.9874\n","6/6 [==============================] - 0s 3ms/step - loss: 6.6679 - mape: 6.6679\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8663 - mape: 3.8663\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8096 - mape: 6.8096\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2736 - mape: 4.2736\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8642 - mape: 5.8642\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9bdd6650>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1850>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 8\n","alpha: [11.          5.98735666]\n","beta: [14.          2.29453087]\n","delta: [12.          3.85780478]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0284 - mape: 4.0284\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5693 - mape: 5.5693\n","6/6 [==============================] - 0s 2ms/step - loss: 5.8001 - mape: 5.8001\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1944 - mape: 6.1944\n","6/6 [==============================] - 0s 3ms/step - loss: 8.4275 - mape: 8.4275\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5322 - mape: 5.5322\n","6/6 [==============================] - 0s 2ms/step - loss: 5.5393 - mape: 5.5393\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2923 - mape: 6.2923\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9bdd6650>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1850>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 9\n","alpha: [11.          5.98735666]\n","beta: [14.          2.29453087]\n","delta: [12.          4.31822205]\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6430 - mape: 2.6430\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8732 - mape: 6.8732\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5903 - mape: 6.5903\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4302 - mape: 6.4302\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2295 - mape: 5.2295\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1568 - mape: 5.1568\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4475 - mape: 6.4475\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7841 - mape: 6.7841\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9bdd6650>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1850>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 10\n","alpha: [12.          4.31822205]\n","beta: [12.          3.85780478]\n","delta: [14.          2.29453087]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1994 - mape: 3.1994\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5489 - mape: 5.5489\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7916 - mape: 4.7916\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6424 - mape: 5.6424\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4442 - mape: 7.4442\n","6/6 [==============================] - 0s 3ms/step - loss: 8.1733 - mape: 8.1733\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9480 - mape: 3.9480\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8097 - mape: 5.8097\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bdd6650>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1850>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 11\n","alpha: [12.          4.31822205]\n","beta: [9.         5.92320013]\n","delta: [12.          3.85780478]\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0088 - mape: 5.0088\n","6/6 [==============================] - 0s 3ms/step - loss: 8.3232 - mape: 8.3232\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9856 - mape: 2.9856\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4484 - mape: 4.4484\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4931 - mape: 7.4931\n","6/6 [==============================] - 0s 2ms/step - loss: 7.1325 - mape: 7.1325\n","6/6 [==============================] - 0s 5ms/step - loss: 3.3872 - mape: 3.3872\n","6/6 [==============================] - 0s 3ms/step - loss: 8.3728 - mape: 8.3728\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bdd6650>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1850>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 12\n","alpha: [13.          2.89986396]\n","beta: [11.          5.98735666]\n","delta: [12.          4.31822205]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4839 - mape: 5.4839\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8437 - mape: 4.8437\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2423 - mape: 4.2423\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6963 - mape: 5.6963\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0027 - mape: 5.0027\n","6/6 [==============================] - 0s 3ms/step - loss: 9.5990 - mape: 9.5990\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2578 - mape: 5.2578\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1377 - mape: 3.1377\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9bdd6650>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1850>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 13\n","alpha: [13.          2.89986396]\n","beta: [9.         5.92320013]\n","delta: [12.          3.85780478]\n","6/6 [==============================] - 0s 3ms/step - loss: 7.7604 - mape: 7.7604\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7539 - mape: 4.7539\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0775 - mape: 6.0775\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6271 - mape: 2.6271\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8583 - mape: 4.8583\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5819 - mape: 5.5819\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9097 - mape: 4.9097\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1030 - mape: 5.1030\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fce9bdd6650>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 14\n","alpha: [12.          3.85780478]\n","beta: [14.          2.29453087]\n","delta: [11.          4.85827017]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1131 - mape: 6.1131\n","6/6 [==============================] - 0s 4ms/step - loss: 1.8585 - mape: 1.8585\n","6/6 [==============================] - 0s 3ms/step - loss: 1.7320 - mape: 1.7320\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9918 - mape: 2.9918\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0069 - mape: 4.0069\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7479 - mape: 3.7479\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7915 - mape: 5.7915\n","6/6 [==============================] - 0s 3ms/step - loss: 7.5891 - mape: 7.5891\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 15\n","alpha: [13.          1.73203123]\n","beta: [11.          4.85827017]\n","delta: [12.          2.04576421]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1432 - mape: 5.1432\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7169 - mape: 2.7169\n","6/6 [==============================] - 0s 3ms/step - loss: 8.3756 - mape: 8.3756\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9081 - mape: 4.9081\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6996 - mape: 4.6996\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7511 - mape: 6.7511\n","6/6 [==============================] - 0s 3ms/step - loss: 7.3960 - mape: 7.3960\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3184 - mape: 4.3184\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f04050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 16\n","alpha: [9.         5.92320013]\n","beta: [14.          2.29453087]\n","delta: [11.          4.85827017]\n","6/6 [==============================] - 0s 4ms/step - loss: 5.5873 - mape: 5.5873\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0501 - mape: 4.0501\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8161 - mape: 4.8161\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1426 - mape: 3.1426\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4064 - mape: 7.4064\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7099 - mape: 3.7099\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4573 - mape: 3.4573\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5013 - mape: 3.5013\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd2afd0>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 17\n","alpha: [9.         5.92320013]\n","beta: [14.          2.29453087]\n","delta: [11.          4.05014467]\n","6/6 [==============================] - 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0s 3ms/step - loss: 3.7677 - mape: 3.7677\n","6/6 [==============================] - 0s 2ms/step - loss: 3.0915 - mape: 3.0915\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0181 - mape: 5.0181\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7408 - mape: 5.7408\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7837 - mape: 5.7837\n","6/6 [==============================] - 0s 3ms/step - loss: 7.5562 - mape: 7.5562\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8515 - mape: 3.8515\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0101 - mape: 4.0101\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd2afd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 19\n","alpha: [13.          1.73203123]\n","beta: [12.          3.85780478]\n","delta: [14.          2.29453087]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5589 - mape: 6.5589\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6491 - mape: 4.6491\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2798 - mape: 5.2798\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8435 - mape: 2.8435\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3524 - mape: 5.3524\n","6/6 [==============================] - 0s 3ms/step - loss: 11.0263 - mape: 11.0263\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0432 - mape: 3.0432\n","6/6 [==============================] - 0s 4ms/step - loss: 6.7370 - mape: 6.7370\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd2afd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 20\n","alpha: [14.          2.29453087]\n","beta: [11.          4.85827017]\n","delta: [12.          2.04576421]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1842 - mape: 6.1842\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9343 - mape: 4.9343\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4674 - mape: 3.4674\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7859 - mape: 4.7859\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4509 - mape: 4.4509\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8655 - mape: 3.8655\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5899 - mape: 4.5899\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0668 - mape: 5.0668\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9bd2afd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 21\n","alpha: [9.         5.92320013]\n","beta: [12.          2.04576421]\n","delta: [11.          4.85827017]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5210 - mape: 3.5210\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9990 - mape: 4.9990\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1041 - mape: 5.1041\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5477 - mape: 3.5477\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3081 - mape: 4.3081\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3423 - mape: 6.3423\n","6/6 [==============================] - 0s 3ms/step - loss: 7.3587 - mape: 7.3587\n","6/6 [==============================] - 0s 3ms/step - loss: 8.4924 - mape: 8.4924\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bd2afd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 22\n","alpha: [12.          2.04576421]\n","beta: [14.          2.29453087]\n","delta: [13.          1.73203123]\n","6/6 [==============================] - 0s 3ms/step - loss: 10.3596 - mape: 10.3596\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5313 - mape: 3.5313\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2198 - mape: 6.2198\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7658 - mape: 4.7658\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1135 - mape: 4.1135\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9302 - mape: 2.9302\n","6/6 [==============================] - 1s 3ms/step - loss: 2.8106 - mape: 2.8106\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7512 - mape: 5.7512\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bd2afd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 23\n","alpha: [9.         5.92320013]\n","beta: [13.          1.73203123]\n","delta: [12.          2.04576421]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5277 - mape: 3.5277\n","6/6 [==============================] - 0s 2ms/step - loss: 9.9313 - mape: 9.9313\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1957 - mape: 6.1957\n","6/6 [==============================] - 0s 3ms/step - loss: 7.0246 - mape: 7.0246\n","6/6 [==============================] - 0s 6ms/step - loss: 6.1704 - mape: 6.1704\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5433 - mape: 6.5433\n","6/6 [==============================] - 0s 4ms/step - loss: 6.4693 - mape: 6.4693\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5618 - mape: 6.5618\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bd2afd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 24\n","alpha: [11.          4.85827017]\n","beta: [14.          2.29453087]\n","delta: [9.         5.92320013]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7284 - mape: 5.7284\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2100 - mape: 5.2100\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3757 - mape: 5.3757\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1384 - mape: 3.1384\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0474 - mape: 5.0474\n","6/6 [==============================] - 0s 2ms/step - loss: 7.4585 - mape: 7.4585\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5221 - mape: 3.5221\n","6/6 [==============================] - 0s 3ms/step - loss: 9.1864 - mape: 9.1864\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 25\n","alpha: [12.          3.85780478]\n","beta: [13.          1.73203123]\n","delta: [9.         5.92320013]\n","6/6 [==============================] - 0s 4ms/step - loss: 9.2455 - mape: 9.2455\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1982 - mape: 6.1982\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7992 - mape: 6.7992\n","6/6 [==============================] - 0s 2ms/step - loss: 7.6619 - mape: 7.6619\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3850 - mape: 5.3850\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1145 - mape: 4.1145\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1926 - mape: 3.1926\n","6/6 [==============================] - 0s 4ms/step - loss: 7.3692 - mape: 7.3692\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 26\n","alpha: [12.          3.85780478]\n","beta: [14.          2.29453087]\n","delta: [12.          2.04576421]\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6775 - mape: 2.6775\n","6/6 [==============================] - 0s 3ms/step - loss: 2.2372 - mape: 2.2372\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6122 - mape: 4.6122\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0958 - mape: 4.0958\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9426 - mape: 3.9426\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2097 - mape: 5.2097\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9217 - mape: 4.9217\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4121 - mape: 4.4121\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 27\n","alpha: [14.          2.29453087]\n","beta: [13.          1.73203123]\n","delta: [11.          4.85827017]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3760 - mape: 3.3760\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3225 - mape: 6.3225\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3311 - mape: 5.3311\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1586 - mape: 6.1586\n","6/6 [==============================] - 0s 3ms/step - loss: 6.6208 - mape: 6.6208\n","6/6 [==============================] - 0s 3ms/step - loss: 7.6987 - mape: 7.6987\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5128 - mape: 5.5128\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1699 - mape: 6.1699\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 28\n","alpha: [13.          1.73203123]\n","beta: [12.          2.04576421]\n","delta: [11.          4.85827017]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5580 - mape: 3.5580\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4707 - mape: 5.4707\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4010 - mape: 6.4010\n","6/6 [==============================] - 0s 4ms/step - loss: 6.9739 - mape: 6.9739\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3076 - mape: 3.3076\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5295 - mape: 4.5295\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2235 - mape: 4.2235\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5357 - mape: 3.5357\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 29\n","alpha: [14.          2.29453087]\n","beta: [11.          4.85827017]\n","delta: [9.         5.92320013]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9420 - mape: 4.9420\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1713 - mape: 6.1713\n","6/6 [==============================] - 0s 2ms/step - loss: 5.9704 - mape: 5.9704\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6589 - mape: 5.6589\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9039 - mape: 6.9039\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0521 - mape: 5.0521\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3636 - mape: 4.3636\n","6/6 [==============================] - 0s 4ms/step - loss: 5.2163 - mape: 5.2163\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 30\n","alpha: [11.          4.85827017]\n","beta: [10.          3.52206111]\n","delta: [14.          2.29453087]\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7625 - mape: 5.7625\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8955 - mape: 3.8955\n","6/6 [==============================] - 0s 2ms/step - loss: 6.1067 - mape: 6.1067\n","6/6 [==============================] - 0s 2ms/step - loss: 5.2534 - mape: 5.2534\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0093 - mape: 4.0093\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0794 - mape: 5.0794\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9207 - mape: 6.9207\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4043 - mape: 6.4043\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1deae90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 31\n","alpha: [12.          2.04576421]\n","beta: [10.          3.52206111]\n","delta: [11.          4.85827017]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8322 - mape: 5.8322\n","6/6 [==============================] - 0s 4ms/step - loss: 4.6879 - mape: 4.6879\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2809 - mape: 3.2809\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2621 - mape: 5.2621\n","6/6 [==============================] - 0s 6ms/step - loss: 4.4040 - mape: 4.4040\n","6/6 [==============================] - 0s 4ms/step - loss: 5.3043 - mape: 5.3043\n","6/6 [==============================] - 0s 3ms/step - loss: 2.0848 - mape: 2.0848\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8389 - mape: 5.8389\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 32\n","alpha: [14.          2.29453087]\n","beta: [9.         5.92320013]\n","delta: [11.          4.85827017]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3552 - mape: 6.3552\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6413 - mape: 3.6413\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7047 - mape: 5.7047\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9759 - mape: 4.9759\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9355 - mape: 3.9355\n","6/6 [==============================] - 0s 3ms/step - loss: 7.3631 - mape: 7.3631\n","6/6 [==============================] - 0s 3ms/step - loss: 2.5399 - mape: 2.5399\n","6/6 [==============================] - 0s 2ms/step - loss: 4.4848 - mape: 4.4848\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c59d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 33\n","alpha: [9.         5.92320013]\n","beta: [12.          2.04576421]\n","delta: [11.          4.85827017]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3599 - mape: 4.3599\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4489 - mape: 3.4489\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5103 - mape: 4.5103\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6668 - mape: 4.6668\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8176 - mape: 6.8176\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1101 - mape: 6.1101\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9312 - mape: 5.9312\n","6/6 [==============================] - 0s 5ms/step - loss: 4.1859 - mape: 4.1859\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 34\n","alpha: [13.          1.73203123]\n","beta: [14.          2.29453087]\n","delta: [9.         5.92320013]\n","6/6 [==============================] - 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0s 4ms/step - loss: 6.4357 - mape: 6.4357\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6557 - mape: 3.6557\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8875 - mape: 2.8875\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5447 - mape: 3.5447\n","6/6 [==============================] - 0s 4ms/step - loss: 5.9204 - mape: 5.9204\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4896 - mape: 3.4896\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0790 - mape: 5.0790\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6382 - mape: 4.6382\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 37\n","alpha: [12.          2.04576421]\n","beta: [9.         5.92320013]\n","delta: [11.          4.51028824]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.9432 - mape: 4.9432\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7749 - mape: 4.7749\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9454 - mape: 6.9454\n","6/6 [==============================] - 0s 4ms/step - loss: 4.6909 - mape: 4.6909\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3578 - mape: 4.3578\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5775 - mape: 5.5775\n","6/6 [==============================] - 0s 2ms/step - loss: 4.4846 - mape: 4.4846\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0048 - mape: 4.0048\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 38\n","alpha: [12.          2.04576421]\n","beta: [14.          2.29453087]\n","delta: [11.          4.51028824]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.9252 - mape: 4.9252\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9756 - mape: 5.9756\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9398 - mape: 5.9398\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2597 - mape: 4.2597\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4347 - mape: 4.4347\n","6/6 [==============================] - 0s 2ms/step - loss: 5.3399 - mape: 5.3399\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6470 - mape: 3.6470\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7378 - mape: 2.7378\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 39\n","alpha: [11.          4.51028824]\n","beta: [14.          2.29453087]\n","delta: [9.         5.92320013]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9026 - mape: 6.9026\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9494 - mape: 2.9494\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5893 - mape: 6.5893\n","6/6 [==============================] - 0s 4ms/step - loss: 8.2178 - mape: 8.2178\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0233 - mape: 5.0233\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5793 - mape: 3.5793\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5461 - mape: 3.5461\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3889 - mape: 6.3889\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 40\n","alpha: [12.          2.04576421]\n","beta: [11.          4.51028824]\n","delta: [13.          1.73203123]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3368 - mape: 4.3368\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5586 - mape: 5.5586\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2744 - mape: 3.2744\n","6/6 [==============================] - 0s 3ms/step - loss: 7.6928 - mape: 7.6928\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5930 - mape: 6.5930\n","6/6 [==============================] - 0s 5ms/step - loss: 3.0694 - mape: 3.0694\n","6/6 [==============================] - 0s 4ms/step - loss: 6.5891 - mape: 6.5891\n","6/6 [==============================] - 0s 2ms/step - loss: 4.9697 - mape: 4.9697\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9970c950>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 41\n","alpha: [13.          1.73203123]\n","beta: [9.         5.92320013]\n","delta: [11.          4.51028824]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5233 - mape: 4.5233\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4234 - mape: 3.4234\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1343 - mape: 6.1343\n","6/6 [==============================] - 0s 5ms/step - loss: 7.8301 - mape: 7.8301\n","6/6 [==============================] - 0s 3ms/step - loss: 7.5425 - mape: 7.5425\n","6/6 [==============================] - 0s 4ms/step - loss: 6.4307 - mape: 6.4307\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0857 - mape: 5.0857\n","6/6 [==============================] - 0s 4ms/step - loss: 2.1955 - mape: 2.1955\n","[1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>]\n","[1. 2. 2. 1.]\n","[2. 2. 1.]\n","\n","Iteration: 42\n","alpha: [11.          4.51028824]\n","beta: [9.         5.92320013]\n","delta: [13.          1.73203123]\n","6/6 [==============================] - 0s 3ms/step - loss: 9.3380 - mape: 9.3380\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0377 - mape: 5.0377\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4221 - mape: 4.4221\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1912 - mape: 5.1912\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8014 - mape: 3.8014\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4314 - mape: 4.4314\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0031 - mape: 4.0031\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2784 - mape: 4.2784\n","[1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>]\n","[1. 2. 2. 1.]\n","[1. 2. 2.]\n","\n","Iteration: 43\n","alpha: [11.          4.51028824]\n","beta: [13.          1.73203123]\n","delta: [9.         5.92320013]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4072 - mape: 4.4072\n","6/6 [==============================] - 0s 4ms/step - loss: 7.4197 - mape: 7.4197\n","6/6 [==============================] - 0s 3ms/step - loss: 7.9654 - mape: 7.9654\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2689 - mape: 4.2689\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9201 - mape: 4.9201\n","6/6 [==============================] - 0s 3ms/step - loss: 8.1190 - mape: 8.1190\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2990 - mape: 4.2990\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5517 - mape: 5.5517\n","[1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>]\n","[1. 2. 2. 1.]\n","[2. 2. 1.]\n","\n","Iteration: 44\n","alpha: [11.          4.51028824]\n","beta: [9.         5.92320013]\n","delta: [13.          1.73203123]\n","6/6 [==============================] - 0s 3ms/step - loss: 9.0630 - mape: 9.0630\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3857 - mape: 5.3857\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8381 - mape: 4.8381\n","6/6 [==============================] - 0s 5ms/step - loss: 4.0978 - mape: 4.0978\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1360 - mape: 5.1360\n","6/6 [==============================] - 0s 2ms/step - loss: 5.3331 - mape: 5.3331\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8700 - mape: 5.8700\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3697 - mape: 5.3697\n","[1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2183cd0>]\n","[1. 2. 1. 2.]\n","[2. 1. 2.]\n","\n","Iteration: 45\n","alpha: [13.          1.73203123]\n","beta: [9.         5.92320013]\n","delta: [11.          4.51028824]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9581 - mape: 4.9581\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4081 - mape: 4.4081\n","6/6 [==============================] - 0s 4ms/step - loss: 4.9651 - mape: 4.9651\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9504 - mape: 4.9504\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5481 - mape: 4.5481\n","6/6 [==============================] - 0s 4ms/step - loss: 5.3458 - mape: 5.3458\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3976 - mape: 3.3976\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9944 - mape: 5.9944\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea20e5490>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b090a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 46\n","alpha: [10.          3.52206111]\n","beta: [9.         4.96505213]\n","delta: [10.         3.2809155]\n","6/6 [==============================] - 0s 4ms/step - loss: 6.6533 - mape: 6.6533\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8225 - mape: 3.8225\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8928 - mape: 6.8928\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7412 - mape: 2.7412\n","6/6 [==============================] - 0s 4ms/step - loss: 6.7349 - mape: 6.7349\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3535 - mape: 3.3535\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7780 - mape: 3.7780\n","6/6 [==============================] - 0s 4ms/step - loss: 5.8621 - mape: 5.8621\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b9aa10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 47\n","alpha: [9.         3.82252216]\n","beta: [13.          1.73203123]\n","delta: [9.         4.96505213]\n","6/6 [==============================] - 0s 2ms/step - loss: 5.4170 - mape: 5.4170\n","6/6 [==============================] - 0s 3ms/step - loss: 8.4380 - mape: 8.4380\n","6/6 [==============================] - 0s 4ms/step - loss: 5.6376 - mape: 5.6376\n","6/6 [==============================] - 0s 2ms/step - loss: 5.9748 - mape: 5.9748\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0678 - mape: 3.0678\n","6/6 [==============================] - 0s 4ms/step - loss: 6.6911 - mape: 6.6911\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0385 - mape: 4.0385\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0385 - mape: 5.0385\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 48\n","alpha: [9.         4.96505213]\n","beta: [9.        3.0677886]\n","delta: [10.          2.74119496]\n","6/6 [==============================] - 0s 4ms/step - loss: 6.2714 - mape: 6.2714\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2756 - mape: 5.2756\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9200 - mape: 3.9200\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5650 - mape: 5.5650\n","6/6 [==============================] - 0s 4ms/step - loss: 7.1203 - mape: 7.1203\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2843 - mape: 4.2843\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6255 - mape: 4.6255\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5718 - mape: 4.5718\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 49\n","alpha: [12.          2.19546413]\n","beta: [10.          2.74119496]\n","delta: [13.          1.73203123]\n","6/6 [==============================] - 0s 2ms/step - loss: 5.0520 - mape: 5.0520\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7458 - mape: 2.7458\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7938 - mape: 4.7938\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6046 - mape: 2.6046\n","6/6 [==============================] - 0s 4ms/step - loss: 2.2667 - mape: 2.2667\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7997 - mape: 5.7997\n","6/6 [==============================] - 0s 5ms/step - loss: 2.7950 - mape: 2.7950\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8776 - mape: 3.8776\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b0b1f50>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 50\n","alpha: [13.          1.73203123]\n","beta: [9.         4.96505213]\n","delta: [9.        3.0677886]\n","6/6 [==============================] - 0s 3ms/step - loss: 7.7292 - mape: 7.7292\n","6/6 [==============================] - 0s 4ms/step - loss: 6.6197 - mape: 6.6197\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3117 - mape: 4.3117\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1918 - mape: 4.1918\n","6/6 [==============================] - 0s 4ms/step - loss: 5.3236 - mape: 5.3236\n","6/6 [==============================] - 0s 4ms/step - loss: 7.9939 - mape: 7.9939\n","6/6 [==============================] - 0s 4ms/step - loss: 1.9637 - mape: 1.9637\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2614 - mape: 3.2614\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>\n"," <GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 51\n","alpha: [9.        3.0677886]\n","beta: [9.         3.82252216]\n","delta: [9.         4.96505213]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8270 - mape: 4.8270\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0464 - mape: 6.0464\n","6/6 [==============================] - 0s 4ms/step - loss: 7.0163 - mape: 7.0163\n","6/6 [==============================] - 0s 3ms/step - loss: 9.8888 - mape: 9.8888\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2880 - mape: 6.2880\n","6/6 [==============================] - 0s 4ms/step - loss: 6.8491 - mape: 6.8491\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4516 - mape: 5.4516\n","6/6 [==============================] - 0s 4ms/step - loss: 7.1037 - mape: 7.1037\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>]\n","[1. 1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","\n","Iteration: 52\n","alpha: [13.          1.73203123]\n","beta: [10.          2.74119496]\n","delta: [9.         3.82252216]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2063 - mape: 6.2063\n","6/6 [==============================] - 0s 4ms/step - loss: 5.1850 - mape: 5.1850\n","6/6 [==============================] - 0s 4ms/step - loss: 6.3070 - mape: 6.3070\n","6/6 [==============================] - 0s 4ms/step - loss: 5.9843 - mape: 5.9843\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1713 - mape: 6.1713\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3723 - mape: 3.3723\n","6/6 [==============================] - 0s 4ms/step - loss: 7.9075 - mape: 7.9075\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4507 - mape: 5.4507\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557710>]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 53\n","alpha: [13.          1.73203123]\n","beta: [9.         3.82252216]\n","delta: [10.          2.74119496]\n","6/6 [==============================] - 0s 4ms/step - loss: 5.8221 - mape: 5.8221\n","6/6 [==============================] - 0s 4ms/step - loss: 6.2287 - mape: 6.2287\n","6/6 [==============================] - 0s 4ms/step - loss: 5.5197 - mape: 5.5197\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2910 - mape: 4.2910\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1942 - mape: 4.1942\n","6/6 [==============================] - 0s 4ms/step - loss: 5.6518 - mape: 5.6518\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9631 - mape: 2.9631\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2038 - mape: 4.2038\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557710>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 54\n","alpha: [9.         3.82252216]\n","beta: [9.        3.0677886]\n","delta: [13.          1.73203123]\n","6/6 [==============================] - 0s 2ms/step - loss: 8.1245 - mape: 8.1245\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4962 - mape: 5.4962\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9173 - mape: 3.9173\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3620 - mape: 4.3620\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8429 - mape: 4.8429\n","6/6 [==============================] - 0s 3ms/step - loss: 7.3791 - mape: 7.3791\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8843 - mape: 3.8843\n","6/6 [==============================] - 0s 2ms/step - loss: 8.3081 - mape: 8.3081\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557710>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","\n","Iteration: 55\n","alpha: [12.          1.96368849]\n","beta: [10.          2.74119496]\n","delta: [13.          1.73203123]\n","6/6 [==============================] - 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0s 3ms/step - loss: 5.7039 - mape: 5.7039\n","6/6 [==============================] - 0s 5ms/step - loss: 5.9377 - mape: 5.9377\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4041 - mape: 5.4041\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9001 - mape: 4.9001\n","6/6 [==============================] - 0s 4ms/step - loss: 2.3078 - mape: 2.3078\n","6/6 [==============================] - 0s 3ms/step - loss: 2.5992 - mape: 2.5992\n","6/6 [==============================] - 0s 2ms/step - loss: 7.8735 - mape: 7.8735\n","6/6 [==============================] - 0s 4ms/step - loss: 5.1262 - mape: 5.1262\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c53510>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557710>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 57\n","alpha: [9.         3.82252216]\n","beta: [10.          2.74119496]\n","delta: [9.         4.96505213]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0086 - mape: 4.0086\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1217 - mape: 3.1217\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9545 - mape: 3.9545\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4179 - mape: 5.4179\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2198 - mape: 6.2198\n","6/6 [==============================] - 0s 4ms/step - loss: 8.5359 - mape: 8.5359\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0559 - mape: 4.0559\n","6/6 [==============================] - 0s 2ms/step - loss: 7.3013 - mape: 7.3013\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea2557710>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f26150>]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","\n","Iteration: 58\n","alpha: [13.          1.73203123]\n","beta: [10.          2.74119496]\n","delta: [12.          2.19546413]\n","6/6 [==============================] - 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0s 4ms/step - loss: 6.7229 - mape: 6.7229\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0401 - mape: 5.0401\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9953 - mape: 3.9953\n","6/6 [==============================] - 0s 4ms/step - loss: 6.5053 - mape: 6.5053\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7309 - mape: 5.7309\n","6/6 [==============================] - 0s 4ms/step - loss: 7.3566 - mape: 7.3566\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2531 - mape: 4.2531\n","6/6 [==============================] - 0s 5ms/step - loss: 6.8245 - mape: 6.8245\n","[2. 1. 1. 1. 2. 1.]\n","[2. 1. 1. 1. 2. 1.]\n","[2. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b710>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f26150>\n"," <GreyWolf.GreyWolf object at 0x7fce996b6110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea226d390>]\n","[2. 1. 1. 1. 2.]\n","[2. 1. 1. 2.]\n","\n","Iteration: 60\n","alpha: [13.          1.73203123]\n","beta: [10.          5.73086548]\n","delta: [9.         3.82252216]\n","6/6 [==============================] - 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0s 4ms/step - loss: 7.2737 - mape: 7.2737\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0488 - mape: 3.0488\n","6/6 [==============================] - 0s 4ms/step - loss: 6.7053 - mape: 6.7053\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8708 - mape: 2.8708\n","6/6 [==============================] - 0s 5ms/step - loss: 5.3862 - mape: 5.3862\n","6/6 [==============================] - 0s 2ms/step - loss: 2.5372 - mape: 2.5372\n","6/6 [==============================] - 0s 4ms/step - loss: 6.7902 - mape: 6.7902\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8429 - mape: 4.8429\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fce9b46d550>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb3550>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 63\n","alpha: [9.         3.82252216]\n","beta: [13.          1.73203123]\n","delta: [9.         2.52809596]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9167 - mape: 3.9167\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9302 - mape: 2.9302\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5020 - mape: 4.5020\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8132 - mape: 3.8132\n","6/6 [==============================] - 0s 5ms/step - loss: 4.0962 - mape: 4.0962\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1132 - mape: 4.1132\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0412 - mape: 5.0412\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2508 - mape: 3.2508\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bcd9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fce9b46d550>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb3550>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 64\n","alpha: [9.         3.82252216]\n","beta: [13.          1.73203123]\n","delta: [9.         2.36331105]\n","6/6 [==============================] - 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0s 5ms/step - loss: 5.9357 - mape: 5.9357\n","6/6 [==============================] - 0s 4ms/step - loss: 6.5745 - mape: 6.5745\n","6/6 [==============================] - 0s 4ms/step - loss: 5.5809 - mape: 5.5809\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7508 - mape: 5.7508\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7792 - mape: 3.7792\n","6/6 [==============================] - 0s 5ms/step - loss: 4.7566 - mape: 4.7566\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7720 - mape: 5.7720\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9219 - mape: 4.9219\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b46d550>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb3550>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bc7290>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 69\n","alpha: [9.         2.36331105]\n","beta: [8.         5.38623953]\n","delta: [13.          1.73203123]\n","6/6 [==============================] - 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0s 2ms/step - loss: 4.2533 - mape: 4.2533\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8534 - mape: 3.8534\n","6/6 [==============================] - 0s 5ms/step - loss: 6.2895 - mape: 6.2895\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7185 - mape: 4.7185\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8966 - mape: 3.8966\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9634 - mape: 3.9634\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3843 - mape: 3.3843\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4354 - mape: 4.4354\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fce9b46d550>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea2413f10>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 71\n","alpha: [10.          2.53716588]\n","beta: [11.          1.79240048]\n","delta: [8.         3.38431478]\n","6/6 [==============================] - 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0s 5ms/step - loss: 6.7799 - mape: 6.7799\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0867 - mape: 6.0867\n","6/6 [==============================] - 0s 4ms/step - loss: 5.8490 - mape: 5.8490\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9083 - mape: 2.9083\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4199 - mape: 2.4199\n","6/6 [==============================] - 0s 2ms/step - loss: 3.0147 - mape: 3.0147\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1211 - mape: 4.1211\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2580 - mape: 4.2580\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea2413f10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c90a10>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 81\n","alpha: [13.          1.73203123]\n","beta: [7.         4.33366299]\n","delta: [8.         3.38431478]\n","6/6 [==============================] - 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0s 3ms/step - loss: 7.4387 - mape: 7.4387\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5212 - mape: 3.5212\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6532 - mape: 4.6532\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5840 - mape: 4.5840\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6171 - mape: 3.6171\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0894 - mape: 4.0894\n","6/6 [==============================] - 0s 4ms/step - loss: 5.2477 - mape: 5.2477\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1183 - mape: 4.1183\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c90a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fce9b0f2a90>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>]\n","[1. 2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","\n","Iteration: 93\n","alpha: [8.         2.85824919]\n","beta: [7.         4.33366299]\n","delta: [10.          2.53716588]\n","6/6 [==============================] - 0s 5ms/step - loss: 3.7583 - mape: 3.7583\n","6/6 [==============================] - 0s 5ms/step - loss: 3.9902 - mape: 3.9902\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4722 - mape: 4.4722\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9923 - mape: 3.9923\n","6/6 [==============================] - 0s 3ms/step - loss: 6.6558 - mape: 6.6558\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8518 - mape: 2.8518\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9211 - mape: 4.9211\n","6/6 [==============================] - 0s 2ms/step - loss: 2.3451 - mape: 2.3451\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c90a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149150>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 94\n","alpha: [11.          1.79240048]\n","beta: [10.          2.53716588]\n","delta: [12.          1.96368849]\n","6/6 [==============================] - 0s 5ms/step - loss: 5.4597 - mape: 5.4597\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2307 - mape: 4.2307\n","6/6 [==============================] - 0s 4ms/step - loss: 6.4382 - mape: 6.4382\n","6/6 [==============================] - 0s 5ms/step - loss: 7.7811 - mape: 7.7811\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9780 - mape: 3.9780\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2260 - mape: 3.2260\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7434 - mape: 4.7434\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4574 - mape: 5.4574\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c90a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149150>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 95\n","alpha: [7.         4.33366299]\n","beta: [12.          1.96368849]\n","delta: [8.         2.85178494]\n","6/6 [==============================] - 0s 2ms/step - loss: 5.3439 - mape: 5.3439\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4782 - mape: 6.4782\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9535 - mape: 5.9535\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6195 - mape: 3.6195\n","6/6 [==============================] - 0s 2ms/step - loss: 5.6208 - mape: 5.6208\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7319 - mape: 4.7319\n","6/6 [==============================] - 0s 4ms/step - loss: 5.1069 - mape: 5.1069\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2289 - mape: 3.2289\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c90a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149150>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 96\n","alpha: [10.          2.53716588]\n","beta: [7.         4.33366299]\n","delta: [11.          1.79240048]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6804 - mape: 5.6804\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8670 - mape: 3.8670\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3903 - mape: 5.3903\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2154 - mape: 4.2154\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7072 - mape: 5.7072\n","6/6 [==============================] - 0s 5ms/step - loss: 4.5381 - mape: 4.5381\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3476 - mape: 3.3476\n","6/6 [==============================] - 0s 4ms/step - loss: 5.1857 - mape: 5.1857\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c90a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149150>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 97\n","alpha: [13.          1.73203123]\n","beta: [10.          2.53716588]\n","delta: [12.          1.96368849]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6129 - mape: 4.6129\n","6/6 [==============================] - 0s 2ms/step - loss: 6.2664 - mape: 6.2664\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2059 - mape: 4.2059\n","6/6 [==============================] - 0s 4ms/step - loss: 5.2244 - mape: 5.2244\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1955 - mape: 6.1955\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0277 - mape: 5.0277\n","6/6 [==============================] - 0s 3ms/step - loss: 8.3130 - mape: 8.3130\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7469 - mape: 5.7469\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c90a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2149150>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>]\n","[1. 2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","\n","Iteration: 98\n","alpha: [8.         2.85178494]\n","beta: [7.         4.33366299]\n","delta: [10.          2.53716588]\n","6/6 [==============================] - 0s 4ms/step - loss: 6.0642 - mape: 6.0642\n","6/6 [==============================] - 0s 3ms/step - loss: 2.5433 - mape: 2.5433\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3060 - mape: 3.3060\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3424 - mape: 5.3424\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0622 - mape: 6.0622\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4087 - mape: 6.4087\n","6/6 [==============================] - 0s 5ms/step - loss: 6.6053 - mape: 6.6053\n","6/6 [==============================] - 0s 4ms/step - loss: 6.0255 - mape: 6.0255\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce99885150>\n"," <GreyWolf.GreyWolf object at 0x7fcea0c90a10>\n"," <GreyWolf.GreyWolf object at 0x7fce997f9310>\n"," <GreyWolf.GreyWolf object at 0x7fce9981b110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ec0790>\n"," <GreyWolf.GreyWolf object at 0x7fcea0bf1410>\n"," <GreyWolf.GreyWolf object at 0x7fcea2173a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b1afb50>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 99\n","alpha: [13.          1.73203123]\n","beta: [7.         4.33366299]\n","delta: [12.          1.96368849]\n","6/6 [==============================] - 0s 5ms/step - loss: 4.7694 - mape: 4.7694\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7149 - mape: 5.7149\n","6/6 [==============================] - 0s 5ms/step - loss: 5.9898 - mape: 5.9898\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2319 - mape: 3.2319\n","6/6 [==============================] - 0s 4ms/step - loss: 2.2956 - mape: 2.2956\n","6/6 [==============================] - 0s 3ms/step - loss: 8.1080 - mape: 8.1080\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7273 - mape: 4.7273\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5196 - mape: 4.5196\n"]}]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"-Z8P-yAQxVvt","outputId":"523e390c-72b2-4281-a606-d6bba0122155"},"source":["for nonD in bgwo3.archive:\n","  print(nonD.cost, nonD.position)"],"id":"-Z8P-yAQxVvt","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["[9.         2.41989303] [0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 0 1 0 0 0]\n","[11.          1.79240048] [0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0 1 1 0 1 0 1 0 0 0]\n","[12.          1.96368849] [1 1 0 1 1 0 1 0 0 0 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 0 1 0 0 0]\n","[10.          2.53716588] [0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 0 1 0 0 0]\n","[8.       2.543257] [0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 1 0 0 0]\n","[13.          1.73203123] [1 1 1 1 0 0 1 0 0 0 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 1 1 0 0 0]\n","[7.         4.33366299] [0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 1 0 0 0]\n","[9.         2.29555225] [0 1 0 1 0 0 1 0 0 0 1 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 1 0 0 0]\n"]}]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"G2pt1wANtVYv"},"source":["# writing exploration data to file\n","writeExplorationResults(3, iterations, bgwo3.explored)"],"id":"G2pt1wANtVYv","execution_count":null,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"wNaK9zOHajX7"},"source":["#### Dataset 4"],"id":"wNaK9zOHajX7"},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"yujQbuUAxWxp","outputId":"90c0e344-0feb-4731-facb-bec8d4736912"},"source":["inFile4 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/Ionosphere/Ionosphere-final.csv\"\n","data4 = pd.read_csv(inFile4)\n","data4 = data4.rename(columns={\"quality\": \"target\"})\n","data4.head"],"id":"yujQbuUAxWxp","execution_count":null,"outputs":[{"data":{"text/plain":["<bound method NDFrame.head of      0  1        2        3  ...       31       32       33  target\n","0    1  0  0.99539 -0.05889  ... -0.54487  0.18641 -0.45300       1\n","1    1  0  1.00000 -0.18829  ... -0.06288 -0.13738 -0.02447       2\n","2    1  0  1.00000 -0.03365  ... -0.24180  0.56045 -0.38238       1\n","3    1  0  1.00000 -0.45161  ...  1.00000 -0.32382  1.00000       2\n","4    1  0  1.00000 -0.02401  ... -0.59573 -0.04608 -0.65697       1\n","..  .. ..      ...      ...  ...      ...      ...      ...     ...\n","346  1  0  0.83508  0.08298  ... -0.10714  0.90546 -0.04307       1\n","347  1  0  0.95113  0.00419  ... -0.00035  0.91483  0.04712       1\n","348  1  0  0.94701 -0.00034  ...  0.00442  0.92697 -0.00577       1\n","349  1  0  0.90608 -0.01657  ... -0.03757  0.87403 -0.16243       1\n","350  1  0  0.84710  0.13533  ... -0.06678  0.85764 -0.06151       1\n","\n","[351 rows x 35 columns]>"]},"execution_count":null,"metadata":{},"output_type":"execute_result"}]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"0h-U6Vhzbk-J"},"source":["def obj_fun4(sel_features):\n","  ann = ANN(sel_features, data4)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"],"id":"0h-U6Vhzbk-J","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"2WtKgTiFbk-N"},"source":["bgwo4 = BMOGWO(dataset = data4, greyWolvesNum=8, archiveSize=50, maxIt= iterations)"],"id":"2WtKgTiFbk-N","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"CY_8Yb8Rbk-Q","outputId":"6bfc8050-2539-40bb-edf6-4485d5fa0e7a"},"source":["bgwo4.optimize()"],"id":"CY_8Yb8Rbk-Q","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["4/4 [==============================] - 0s 2ms/step - loss: 10.9771 - mape: 10.9771\n","4/4 [==============================] - 0s 3ms/step - loss: 11.3255 - mape: 11.3255\n","4/4 [==============================] - 0s 3ms/step - loss: 11.0020 - mape: 11.0020\n","4/4 [==============================] - 0s 3ms/step - loss: 12.0461 - mape: 12.0461\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8332 - mape: 9.8332\n","4/4 [==============================] - 0s 3ms/step - loss: 11.9333 - mape: 11.9333\n","4/4 [==============================] - 0s 3ms/step - loss: 10.4688 - mape: 10.4688\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3555 - mape: 8.3555\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bd9d810>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fe0bd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ff85d0>]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [14.         10.46875477]\n","beta: [17.          8.35553455]\n","delta: [13.         12.04609871]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1248 - mape: 9.1248\n","4/4 [==============================] - 0s 3ms/step - loss: 10.2463 - mape: 10.2463\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2493 - mape: 9.2493\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9714 - mape: 9.9714\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6334 - mape: 9.6334\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3672 - mape: 10.3672\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1196 - mape: 9.1196\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9898 - mape: 9.9898\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9bd9d810>\n"," <GreyWolf.GreyWolf object at 0x7fcea1ff85d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b137390>]\n","[1. 1.]\n","\n","Iteration: 1\n","alpha: [13.         12.04609871]\n","beta: [17.          8.35553455]\n","delta: [14.          9.11959171]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9957 - mape: 9.9957\n","4/4 [==============================] - 0s 3ms/step - loss: 10.7218 - mape: 10.7218\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9778 - mape: 9.9778\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0327 - mape: 10.0327\n","4/4 [==============================] - 0s 3ms/step - loss: 11.6353 - mape: 11.6353\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0037 - mape: 9.0037\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6596 - mape: 10.6596\n","4/4 [==============================] - 0s 3ms/step - loss: 10.8773 - mape: 10.8773\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1ff85d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b137390>\n"," <GreyWolf.GreyWolf object at 0x7fcea0ca4210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7da50>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 2\n","alpha: [14.          9.11959171]\n","beta: [16.          9.00365734]\n","delta: [17.          8.35553455]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3063 - mape: 8.3063\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7375 - mape: 8.7375\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0135 - mape: 9.0135\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3059 - mape: 9.3059\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4030 - mape: 9.4030\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5079 - mape: 10.5079\n","4/4 [==============================] - 0s 3ms/step - loss: 6.4639 - mape: 6.4639\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5520 - mape: 8.5520\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b137390>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c2cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea24d3350>\n"," <GreyWolf.GreyWolf object at 0x7fce9b341cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7dbd0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 3\n","alpha: [15.          8.73746872]\n","beta: [16.          8.30634594]\n","delta: [14.          9.11959171]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9214 - mape: 9.9214\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1899 - mape: 10.1899\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3161 - mape: 9.3161\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3526 - mape: 10.3526\n","4/4 [==============================] - 0s 3ms/step - loss: 11.0709 - mape: 11.0709\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0549 - mape: 9.0549\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1291 - mape: 10.1291\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1756 - mape: 9.1756\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b341cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7dbd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea24d3350>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c2cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e4ae10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 4\n","alpha: [16.          8.30634594]\n","beta: [15.          8.73746872]\n","delta: [14.          9.05488396]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1350 - mape: 10.1350\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5428 - mape: 9.5428\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7868 - mape: 9.7868\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6760 - mape: 10.6760\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5897 - mape: 10.5897\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1756 - mape: 9.1756\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0700 - mape: 9.0700\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6971 - mape: 8.6971\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b341cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e4ae10>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c2cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea24d3350>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3cc050>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 5\n","alpha: [15.          8.69709873]\n","beta: [14.          9.05488396]\n","delta: [15.          8.73746872]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4762 - mape: 9.4762\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3963 - mape: 9.3963\n","4/4 [==============================] - 0s 3ms/step - loss: 11.3761 - mape: 11.3761\n","4/4 [==============================] - 0s 3ms/step - loss: 12.3782 - mape: 12.3782\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2774 - mape: 11.2774\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6771 - mape: 8.6771\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1983 - mape: 10.1983\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3225 - mape: 9.3225\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b341cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea23c2cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea24d3350>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3cc050>\n"," <GreyWolf.GreyWolf object at 0x7fce98e4ae10>]\n","[1. 2. 1.]\n","[2. 1.]\n","\n","Iteration: 6\n","alpha: [13.          9.30586052]\n","beta: [14.          9.05488396]\n","delta: [16.          8.30634594]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.0892 - mape: 8.0892\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5810 - mape: 9.5810\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1686 - mape: 9.1686\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3706 - mape: 10.3706\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4002 - mape: 9.4002\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3740 - mape: 9.3740\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6643 - mape: 10.6643\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2848 - mape: 8.2848\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea24d3350>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3cc050>\n"," <GreyWolf.GreyWolf object at 0x7fce9b341cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e4ae10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e01690>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 7\n","alpha: [15.          8.69709873]\n","beta: [13.          9.30586052]\n","delta: [14.          9.05488396]\n","4/4 [==============================] - 0s 3ms/step - loss: 11.6051 - mape: 11.6051\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0226 - mape: 9.0226\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7752 - mape: 9.7752\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0121 - mape: 10.0121\n","4/4 [==============================] - 0s 4ms/step - loss: 10.7078 - mape: 10.7078\n","4/4 [==============================] - 0s 3ms/step - loss: 8.0078 - mape: 8.0078\n","4/4 [==============================] - 0s 3ms/step - loss: 11.5641 - mape: 11.5641\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9112 - mape: 9.9112\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e4ae10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e01690>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3cc050>\n"," <GreyWolf.GreyWolf object at 0x7fce9b341cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 8\n","alpha: [13.          9.30586052]\n","beta: [15.          8.69709873]\n","delta: [14.          8.08918095]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.8214 - mape: 10.8214\n","4/4 [==============================] - 0s 3ms/step - loss: 11.6818 - mape: 11.6818\n","4/4 [==============================] - 0s 3ms/step - loss: 10.9759 - mape: 10.9759\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5161 - mape: 10.5161\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7672 - mape: 9.7672\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8715 - mape: 8.8715\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2454 - mape: 9.2454\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6419 - mape: 10.6419\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1e01690>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b341cd0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3cc050>\n"," <GreyWolf.GreyWolf object at 0x7fce98743ad0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 9\n","alpha: [14.          8.08918095]\n","beta: [13.          9.30586052]\n","delta: [13.          8.87154198]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6344 - mape: 9.6344\n","4/4 [==============================] - 0s 2ms/step - loss: 9.6397 - mape: 9.6397\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8326 - mape: 9.8326\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6510 - mape: 8.6510\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3514 - mape: 10.3514\n","4/4 [==============================] - 0s 4ms/step - loss: 10.8326 - mape: 10.8326\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0219 - mape: 9.0219\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9660 - mape: 9.9660\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b3cc050>\n"," <GreyWolf.GreyWolf object at 0x7fce98743ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e01690>\n"," <GreyWolf.GreyWolf object at 0x7fce9b341cd0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 10\n","alpha: [14.          8.08918095]\n","beta: [12.          8.00783348]\n","delta: [13.          8.87154198]\n","4/4 [==============================] - 0s 3ms/step - loss: 5.7092 - mape: 5.7092\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9742 - mape: 9.9742\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1927 - mape: 9.1927\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9750 - mape: 8.9750\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8573 - mape: 9.8573\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0831 - mape: 9.0831\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3992 - mape: 10.3992\n","4/4 [==============================] - 0s 3ms/step - loss: 10.9140 - mape: 10.9140\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98743ad0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b341cd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e01690>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e77590>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 11\n","alpha: [13.          8.87154198]\n","beta: [14.          8.08918095]\n","delta: [13.          9.30586052]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7301 - mape: 9.7301\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5176 - mape: 9.5176\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6215 - mape: 10.6215\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2166 - mape: 10.2166\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7969 - mape: 9.7969\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6490 - mape: 9.6490\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2067 - mape: 8.2067\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4034 - mape: 9.4034\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98e77590>\n"," <GreyWolf.GreyWolf object at 0x7fce98743ad0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e01690>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e5abd0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 12\n","alpha: [12.          8.00783348]\n","beta: [13.          8.87154198]\n","delta: [14.         5.7091713]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9665 - mape: 8.9665\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3709 - mape: 9.3709\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7182 - mape: 7.7182\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1260 - mape: 10.1260\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2801 - mape: 10.2801\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2888 - mape: 9.2888\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7458 - mape: 8.7458\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2200 - mape: 9.2200\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e77590>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e01690>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e5abd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce996d7290>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 13\n","alpha: [14.         5.7091713]\n","beta: [14.          8.08918095]\n","delta: [12.          8.00783348]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8604 - mape: 9.8604\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3456 - mape: 10.3456\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3849 - mape: 10.3849\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9864 - mape: 9.9864\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8524 - mape: 8.8524\n","4/4 [==============================] - 0s 3ms/step - loss: 6.2593 - mape: 6.2593\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9763 - mape: 9.9763\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1616 - mape: 9.1616\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce996d7290>\n"," <GreyWolf.GreyWolf object at 0x7fce98e77590>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e01690>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 14\n","alpha: [11.          8.74581146]\n","beta: [12.          8.00783348]\n","delta: [14.          8.08918095]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.4075 - mape: 10.4075\n","4/4 [==============================] - 0s 3ms/step - loss: 10.4134 - mape: 10.4134\n","4/4 [==============================] - 0s 3ms/step - loss: 7.1657 - mape: 7.1657\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2883 - mape: 9.2883\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8609 - mape: 9.8609\n","4/4 [==============================] - 0s 2ms/step - loss: 7.7563 - mape: 7.7563\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2371 - mape: 11.2371\n","4/4 [==============================] - 0s 2ms/step - loss: 7.9464 - mape: 7.9464\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e77590>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce996d7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 15\n","alpha: [11.         7.1656723]\n","beta: [12.          6.25934124]\n","delta: [12.          8.00783348]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8429 - mape: 8.8429\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1902 - mape: 10.1902\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2132 - mape: 11.2132\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7036 - mape: 7.7036\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7721 - mape: 9.7721\n","4/4 [==============================] - 0s 4ms/step - loss: 5.0688 - mape: 5.0688\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0231 - mape: 9.0231\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6454 - mape: 8.6454\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce996d7290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 16\n","alpha: [11.         7.1656723]\n","beta: [12.          6.25934124]\n","delta: [12.          8.00783348]\n","4/4 [==============================] - 0s 3ms/step - loss: 11.6467 - mape: 11.6467\n","4/4 [==============================] - 0s 2ms/step - loss: 8.9606 - mape: 8.9606\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3052 - mape: 9.3052\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9012 - mape: 7.9012\n","4/4 [==============================] - 0s 4ms/step - loss: 12.0012 - mape: 12.0012\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7774 - mape: 8.7774\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0790 - mape: 8.0790\n","4/4 [==============================] - 0s 3ms/step - loss: 11.1459 - mape: 11.1459\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 17\n","alpha: [11.         7.1656723]\n","beta: [12.          8.00783348]\n","delta: [12.          5.06876135]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.0623 - mape: 8.0623\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7990 - mape: 8.7990\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9750 - mape: 8.9750\n","4/4 [==============================] - 0s 4ms/step - loss: 11.5904 - mape: 11.5904\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9314 - mape: 8.9314\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3187 - mape: 10.3187\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1182 - mape: 10.1182\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7263 - mape: 9.7263\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 18\n","alpha: [12.          6.25934124]\n","beta: [12.          8.00783348]\n","delta: [11.          7.90116978]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.8893 - mape: 10.8893\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7673 - mape: 9.7673\n","4/4 [==============================] - 0s 4ms/step - loss: 11.0812 - mape: 11.0812\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7539 - mape: 9.7539\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8342 - mape: 7.8342\n","4/4 [==============================] - 0s 4ms/step - loss: 10.4205 - mape: 10.4205\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9569 - mape: 9.9569\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3737 - mape: 10.3737\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 19\n","alpha: [12.          6.25934124]\n","beta: [12.          5.06876135]\n","delta: [12.          8.00783348]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5429 - mape: 9.5429\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2712 - mape: 8.2712\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4371 - mape: 9.4371\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5512 - mape: 10.5512\n","4/4 [==============================] - 0s 5ms/step - loss: 9.6696 - mape: 9.6696\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6870 - mape: 8.6870\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8591 - mape: 9.8591\n","4/4 [==============================] - 0s 3ms/step - loss: 10.7170 - mape: 10.7170\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 20\n","alpha: [11.          7.90116978]\n","beta: [11.         7.1656723]\n","delta: [12.          5.06876135]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9933 - mape: 8.9933\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0745 - mape: 10.0745\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8175 - mape: 9.8175\n","4/4 [==============================] - 0s 3ms/step - loss: 10.2049 - mape: 10.2049\n","4/4 [==============================] - 0s 3ms/step - loss: 11.7533 - mape: 11.7533\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4152 - mape: 8.4152\n","4/4 [==============================] - 0s 4ms/step - loss: 11.0071 - mape: 11.0071\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4798 - mape: 8.4798\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7d910>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 21\n","alpha: [12.          6.25934124]\n","beta: [12.          8.00783348]\n","delta: [10.         11.75332928]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4946 - mape: 9.4946\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9595 - mape: 8.9595\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0234 - mape: 9.0234\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2903 - mape: 11.2903\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3376 - mape: 10.3376\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1892 - mape: 10.1892\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8433 - mape: 9.8433\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4705 - mape: 9.4705\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7d910>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 22\n","alpha: [12.          6.25934124]\n","beta: [12.          8.00783348]\n","delta: [12.          5.06876135]\n","4/4 [==============================] - 0s 4ms/step - loss: 11.4865 - mape: 11.4865\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6934 - mape: 10.6934\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9845 - mape: 9.9845\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0693 - mape: 9.0693\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0769 - mape: 9.0769\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9181 - mape: 8.9181\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3805 - mape: 10.3805\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9704 - mape: 8.9704\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7d910>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 23\n","alpha: [11.         7.1656723]\n","beta: [11.          7.90116978]\n","delta: [12.          8.00783348]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3361 - mape: 8.3361\n","4/4 [==============================] - 0s 3ms/step - loss: 7.0681 - mape: 7.0681\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7657 - mape: 9.7657\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3707 - mape: 10.3707\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1640 - mape: 9.1640\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3959 - mape: 8.3959\n","4/4 [==============================] - 0s 3ms/step - loss: 12.9130 - mape: 12.9130\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0552 - mape: 9.0552\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f794d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e87c50>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 24\n","alpha: [11.         7.1656723]\n","beta: [11.          8.39586067]\n","delta: [12.          5.06876135]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0600 - mape: 10.0600\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5465 - mape: 10.5465\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9810 - mape: 9.9810\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5459 - mape: 10.5459\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6424 - mape: 7.6424\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7051 - mape: 9.7051\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9957 - mape: 9.9957\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6642 - mape: 9.6642\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce9b34c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e87c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea243b310>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 25\n","alpha: [12.          5.06876135]\n","beta: [11.          7.90116978]\n","delta: [11.         7.1656723]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3685 - mape: 9.3685\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1578 - mape: 9.1578\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9826 - mape: 8.9826\n","4/4 [==============================] - 0s 3ms/step - loss: 6.4903 - mape: 6.4903\n","4/4 [==============================] - 0s 4ms/step - loss: 7.0956 - mape: 7.0956\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6978 - mape: 10.6978\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9578 - mape: 9.9578\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5092 - mape: 8.5092\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e87c50>\n"," <GreyWolf.GreyWolf object at 0x7fcea243b310>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 26\n","alpha: [12.          6.25934124]\n","beta: [12.          5.06876135]\n","delta: [11.          8.39586067]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6875 - mape: 8.6875\n","4/4 [==============================] - 0s 4ms/step - loss: 10.8165 - mape: 10.8165\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1855 - mape: 8.1855\n","4/4 [==============================] - 0s 3ms/step - loss: 10.4693 - mape: 10.4693\n","4/4 [==============================] - 0s 3ms/step - loss: 10.4593 - mape: 10.4593\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1322 - mape: 8.1322\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8243 - mape: 9.8243\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5073 - mape: 8.5073\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea243b310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e050>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 27\n","alpha: [12.          6.25934124]\n","beta: [12.          5.06876135]\n","delta: [10.          6.49033594]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0220 - mape: 10.0220\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0979 - mape: 10.0979\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0668 - mape: 9.0668\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8178 - mape: 9.8178\n","4/4 [==============================] - 0s 3ms/step - loss: 11.1391 - mape: 11.1391\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1972 - mape: 9.1972\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8768 - mape: 9.8768\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0589 - mape: 9.0589\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea243b310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e050>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>]\n","[2. 1. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 28\n","alpha: [10.          6.49033594]\n","beta: [12.          6.25934124]\n","delta: [11.          8.13216496]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5453 - mape: 8.5453\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5542 - mape: 9.5542\n","4/4 [==============================] - 0s 4ms/step - loss: 11.1684 - mape: 11.1684\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2487 - mape: 8.2487\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1654 - mape: 10.1654\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3232 - mape: 9.3232\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1820 - mape: 8.1820\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6158 - mape: 10.6158\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea243b310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>]\n","[2. 1. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 29\n","alpha: [10.          6.49033594]\n","beta: [11.          8.13216496]\n","delta: [12.          6.25934124]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8169 - mape: 9.8169\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6706 - mape: 9.6706\n","4/4 [==============================] - 0s 5ms/step - loss: 10.1041 - mape: 10.1041\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5375 - mape: 9.5375\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0054 - mape: 9.0054\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1974 - mape: 10.1974\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2722 - mape: 10.2722\n","4/4 [==============================] - 0s 3ms/step - loss: 7.0645 - mape: 7.0645\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea243b310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e050>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 30\n","alpha: [12.          5.06876135]\n","beta: [11.          8.13216496]\n","delta: [11.          7.90116978]\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5555 - mape: 8.5555\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1404 - mape: 10.1404\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5714 - mape: 10.5714\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0512 - mape: 9.0512\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5455 - mape: 8.5455\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2569 - mape: 9.2569\n","4/4 [==============================] - 0s 2ms/step - loss: 9.9220 - mape: 9.9220\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6410 - mape: 8.6410\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea243b310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e050>]\n","[1. 2. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 31\n","alpha: [12.          5.06876135]\n","beta: [10.          6.49033594]\n","delta: [11.          8.13216496]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5080 - mape: 9.5080\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5316 - mape: 9.5316\n","4/4 [==============================] - 0s 4ms/step - loss: 11.9718 - mape: 11.9718\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5821 - mape: 10.5821\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6292 - mape: 9.6292\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3747 - mape: 9.3747\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8747 - mape: 9.8747\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3170 - mape: 10.3170\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea243b310>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 32\n","alpha: [12.          5.06876135]\n","beta: [11.          8.13216496]\n","delta: [10.          6.49033594]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5608 - mape: 8.5608\n","4/4 [==============================] - 0s 3ms/step - loss: 6.9496 - mape: 6.9496\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2923 - mape: 9.2923\n","4/4 [==============================] - 0s 6ms/step - loss: 9.5478 - mape: 9.5478\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4986 - mape: 9.4986\n","4/4 [==============================] - 0s 3ms/step - loss: 6.9664 - mape: 6.9664\n","4/4 [==============================] - 0s 3ms/step - loss: 6.7752 - mape: 6.7752\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3817 - mape: 10.3817\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2245e90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7d850>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 33\n","alpha: [12.          6.25934124]\n","beta: [10.          6.49033594]\n","delta: [11.          6.94955969]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4245 - mape: 9.4245\n","4/4 [==============================] - 0s 5ms/step - loss: 10.1682 - mape: 10.1682\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2768 - mape: 9.2768\n","4/4 [==============================] - 0s 5ms/step - loss: 9.4927 - mape: 9.4927\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5479 - mape: 8.5479\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3697 - mape: 10.3697\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8718 - mape: 7.8718\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4136 - mape: 9.4136\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9883e050>\n"," <GreyWolf.GreyWolf object at 0x7fcea2245e90>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7d850>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>]\n","[1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 34\n","alpha: [10.          6.49033594]\n","beta: [11.          7.90116978]\n","delta: [11.          8.13216496]\n","4/4 [==============================] - 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0s 2ms/step - loss: 8.9745 - mape: 8.9745\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4506 - mape: 9.4506\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9065 - mape: 9.9065\n","4/4 [==============================] - 0s 5ms/step - loss: 9.2073 - mape: 9.2073\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3936 - mape: 9.3936\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4530 - mape: 8.4530\n","4/4 [==============================] - 0s 5ms/step - loss: 8.1214 - mape: 8.1214\n","4/4 [==============================] - 0s 5ms/step - loss: 9.7082 - mape: 9.7082\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e70a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2245e90>\n"," <GreyWolf.GreyWolf object at 0x7fcea2191ed0>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 37\n","alpha: [11.         10.70180511]\n","beta: [11.          7.90116978]\n","delta: [12.          5.06876135]\n","4/4 [==============================] - 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0s 4ms/step - loss: 10.0216 - mape: 10.0216\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3624 - mape: 9.3624\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1287 - mape: 9.1287\n","4/4 [==============================] - 0s 5ms/step - loss: 8.2335 - mape: 8.2335\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0354 - mape: 8.0354\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9523 - mape: 8.9523\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3770 - mape: 10.3770\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2133 - mape: 10.2133\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fce98e70a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2245e90>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2191ed0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 39\n","alpha: [10.          6.49033594]\n","beta: [12.          6.25934124]\n","delta: [11.         10.70180511]\n","4/4 [==============================] - 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0s 5ms/step - loss: 9.5251 - mape: 9.5251\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8413 - mape: 9.8413\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2369 - mape: 8.2369\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0713 - mape: 9.0713\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4465 - mape: 8.4465\n","4/4 [==============================] - 0s 4ms/step - loss: 7.5229 - mape: 7.5229\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2118 - mape: 8.2118\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6760 - mape: 9.6760\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2245e90>\n"," <GreyWolf.GreyWolf object at 0x7fce98e70a50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce997e6d10>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 44\n","alpha: [11.          7.90116978]\n","beta: [10.          8.91247463]\n","delta: [10.          6.49033594]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2684 - mape: 8.2684\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0402 - mape: 9.0402\n","4/4 [==============================] - 0s 5ms/step - loss: 8.2755 - mape: 8.2755\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1141 - mape: 9.1141\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4501 - mape: 9.4501\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1788 - mape: 8.1788\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5876 - mape: 8.5876\n","4/4 [==============================] - 0s 5ms/step - loss: 10.3968 - mape: 10.3968\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2245e90>\n"," <GreyWolf.GreyWolf object at 0x7fce98e70a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fce997e6d10>]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 45\n","alpha: [11.          7.90116978]\n","beta: [12.          5.06876135]\n","delta: [12.          6.25934124]\n","4/4 [==============================] - 0s 5ms/step - loss: 10.6522 - mape: 10.6522\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2661 - mape: 10.2661\n","4/4 [==============================] - 0s 3ms/step - loss: 10.7976 - mape: 10.7976\n","4/4 [==============================] - 0s 3ms/step - loss: 11.7485 - mape: 11.7485\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5662 - mape: 8.5662\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5539 - mape: 9.5539\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5684 - mape: 10.5684\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3064 - mape: 9.3064\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fcea2245e90>\n"," <GreyWolf.GreyWolf object at 0x7fce98e70a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce997e6d10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 46\n","alpha: [10.          8.91247463]\n","beta: [12.          6.25934124]\n","delta: [10.          6.49033594]\n","4/4 [==============================] - 0s 2ms/step - loss: 10.5065 - mape: 10.5065\n","4/4 [==============================] - 0s 5ms/step - loss: 7.1562 - mape: 7.1562\n","4/4 [==============================] - 0s 4ms/step - loss: 10.6233 - mape: 10.6233\n","4/4 [==============================] - 0s 5ms/step - loss: 6.4065 - mape: 6.4065\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7237 - mape: 8.7237\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1599 - mape: 9.1599\n","4/4 [==============================] - 0s 4ms/step - loss: 10.9739 - mape: 10.9739\n","4/4 [==============================] - 0s 3ms/step - loss: 10.8688 - mape: 10.8688\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e70a50>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b11b290>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce997e6d10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7dbd0>]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 47\n","alpha: [10.          6.49033594]\n","beta: [12.          5.06876135]\n","delta: [10.          8.91247463]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2830 - mape: 9.2830\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5272 - mape: 10.5272\n","4/4 [==============================] - 0s 5ms/step - loss: 10.8481 - mape: 10.8481\n","4/4 [==============================] - 0s 5ms/step - loss: 7.5674 - mape: 7.5674\n","4/4 [==============================] - 0s 5ms/step - loss: 13.2970 - mape: 13.2970\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6882 - mape: 9.6882\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2625 - mape: 8.2625\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0129 - mape: 10.0129\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e70a50>\n"," <GreyWolf.GreyWolf object at 0x7fce997e6d10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7dbd0>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea2385250>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 48\n","alpha: [11.         6.4064517]\n","beta: [11.          8.26254463]\n","delta: [10.          6.49033594]\n","4/4 [==============================] - 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0s 3ms/step - loss: 9.1089 - mape: 9.1089\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1108 - mape: 8.1108\n","4/4 [==============================] - 0s 5ms/step - loss: 7.9556 - mape: 7.9556\n","4/4 [==============================] - 0s 4ms/step - loss: 10.4646 - mape: 10.4646\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9066 - mape: 9.9066\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8075 - mape: 9.8075\n","4/4 [==============================] - 0s 5ms/step - loss: 9.9354 - mape: 9.9354\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3655 - mape: 10.3655\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98e70a50>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea21df410>\n"," <GreyWolf.GreyWolf object at 0x7fcea2385250>\n"," <GreyWolf.GreyWolf object at 0x7fcea0d7d850>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fce9b304bd0>]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 51\n","alpha: [10.          6.49033594]\n","beta: [12.          5.06876135]\n","delta: [12.          7.95561886]\n","4/4 [==============================] - 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0s 3ms/step - loss: 9.9082 - mape: 9.9082\n","4/4 [==============================] - 0s 5ms/step - loss: 10.4018 - mape: 10.4018\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1403 - mape: 9.1403\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5053 - mape: 9.5053\n","4/4 [==============================] - 0s 3ms/step - loss: 7.3052 - mape: 7.3052\n","4/4 [==============================] - 0s 2ms/step - loss: 8.6285 - mape: 8.6285\n","4/4 [==============================] - 0s 5ms/step - loss: 8.4915 - mape: 8.4915\n","4/4 [==============================] - 0s 6ms/step - loss: 7.5953 - mape: 7.5953\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea2041a10>\n"," <GreyWolf.GreyWolf object at 0x7fcea1fe89d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea21bcc50>\n"," <GreyWolf.GreyWolf object at 0x7fcea21df410>\n"," <GreyWolf.GreyWolf object at 0x7fce99750e10>\n"," <GreyWolf.GreyWolf object at 0x7fce987946d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>]\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 67\n","alpha: [9.         7.86215544]\n","beta: [10.          6.49033594]\n","delta: [12.          5.06876135]\n","4/4 [==============================] - 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0s 3ms/step - loss: 10.7849 - mape: 10.7849\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4229 - mape: 9.4229\n","4/4 [==============================] - 0s 5ms/step - loss: 8.4805 - mape: 8.4805\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3421 - mape: 9.3421\n","4/4 [==============================] - 0s 6ms/step - loss: 10.5810 - mape: 10.5810\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0408 - mape: 9.0408\n","4/4 [==============================] - 0s 5ms/step - loss: 10.0005 - mape: 10.0005\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6429 - mape: 9.6429\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>]\n","[3. 2. 2. 1.]\n","[3. 2. 2.]\n","\n","Iteration: 89\n","alpha: [11.         6.4064517]\n","beta: [12.          4.29007435]\n","delta: [9.         7.30522871]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1629 - mape: 9.1629\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4097 - mape: 9.4097\n","4/4 [==============================] - 0s 5ms/step - loss: 9.3792 - mape: 9.3792\n","4/4 [==============================] - 0s 6ms/step - loss: 10.5650 - mape: 10.5650\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2542 - mape: 9.2542\n","4/4 [==============================] - 0s 5ms/step - loss: 6.5552 - mape: 6.5552\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8044 - mape: 8.8044\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7256 - mape: 8.7256\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>]\n","[3. 2. 1. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 90\n","alpha: [11.          6.09182167]\n","beta: [11.          6.22434855]\n","delta: [12.          4.29007435]\n","4/4 [==============================] - 0s 6ms/step - loss: 9.1314 - mape: 9.1314\n","4/4 [==============================] - 0s 5ms/step - loss: 9.9901 - mape: 9.9901\n","4/4 [==============================] - 0s 5ms/step - loss: 10.2904 - mape: 10.2904\n","4/4 [==============================] - 0s 3ms/step - loss: 8.0484 - mape: 8.0484\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8441 - mape: 8.8441\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6013 - mape: 8.6013\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7165 - mape: 9.7165\n","4/4 [==============================] - 0s 2ms/step - loss: 11.8136 - mape: 11.8136\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>]\n","[3. 2. 2. 1.]\n","[3. 2. 2.]\n","\n","Iteration: 91\n","alpha: [11.         6.4064517]\n","beta: [12.          4.29007435]\n","delta: [10.          6.30481339]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8453 - mape: 8.8453\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2922 - mape: 9.2922\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5982 - mape: 9.5982\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7015 - mape: 8.7015\n","4/4 [==============================] - 0s 2ms/step - loss: 10.7167 - mape: 10.7167\n","4/4 [==============================] - 0s 7ms/step - loss: 8.4069 - mape: 8.4069\n","4/4 [==============================] - 0s 4ms/step - loss: 10.1067 - mape: 10.1067\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7130 - mape: 8.7130\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>]\n","[3. 2. 2. 1.]\n","[3. 2. 2.]\n","\n","Iteration: 92\n","alpha: [12.          4.29007435]\n","beta: [11.         6.4064517]\n","delta: [11.          6.09182167]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.9009 - mape: 10.9009\n","4/4 [==============================] - 0s 6ms/step - loss: 8.3740 - mape: 8.3740\n","4/4 [==============================] - 0s 6ms/step - loss: 8.7019 - mape: 8.7019\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5073 - mape: 9.5073\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6041 - mape: 9.6041\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6235 - mape: 9.6235\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2852 - mape: 10.2852\n","4/4 [==============================] - 0s 6ms/step - loss: 9.6361 - mape: 9.6361\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>]\n","[3. 2. 2. 1.]\n","[3. 2. 2.]\n","\n","Iteration: 93\n","alpha: [11.         6.4064517]\n","beta: [12.          4.29007435]\n","delta: [11.          6.22434855]\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3073 - mape: 7.3073\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1582 - mape: 9.1582\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5682 - mape: 10.5682\n","4/4 [==============================] - 0s 6ms/step - loss: 9.4259 - mape: 9.4259\n","4/4 [==============================] - 0s 6ms/step - loss: 7.6055 - mape: 7.6055\n","4/4 [==============================] - 0s 4ms/step - loss: 7.0078 - mape: 7.0078\n","4/4 [==============================] - 0s 5ms/step - loss: 9.5682 - mape: 9.5682\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4308 - mape: 9.4308\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 94\n","alpha: [10.          6.30481339]\n","beta: [12.          4.29007435]\n","delta: [10.         6.6684165]\n","4/4 [==============================] - 0s 2ms/step - loss: 9.2592 - mape: 9.2592\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3005 - mape: 7.3005\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0460 - mape: 10.0460\n","4/4 [==============================] - 0s 6ms/step - loss: 8.5707 - mape: 8.5707\n","4/4 [==============================] - 0s 6ms/step - loss: 10.2181 - mape: 10.2181\n","4/4 [==============================] - 0s 2ms/step - loss: 9.7950 - mape: 9.7950\n","4/4 [==============================] - 0s 7ms/step - loss: 9.1185 - mape: 9.1185\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1534 - mape: 10.1534\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>]\n","[3. 2. 1. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 95\n","alpha: [11.          6.22434855]\n","beta: [11.          6.09182167]\n","delta: [11.         6.4064517]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5860 - mape: 8.5860\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8918 - mape: 9.8918\n","4/4 [==============================] - 0s 2ms/step - loss: 9.3337 - mape: 9.3337\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3045 - mape: 9.3045\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3868 - mape: 8.3868\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8203 - mape: 9.8203\n","4/4 [==============================] - 0s 2ms/step - loss: 10.0405 - mape: 10.0405\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5919 - mape: 9.5919\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>]\n","[3. 2. 1. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 96\n","alpha: [11.          6.09182167]\n","beta: [11.         6.4064517]\n","delta: [12.          4.29007435]\n","4/4 [==============================] - 0s 2ms/step - loss: 9.4189 - mape: 9.4189\n","4/4 [==============================] - 0s 2ms/step - loss: 9.5948 - mape: 9.5948\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6437 - mape: 8.6437\n","4/4 [==============================] - 0s 5ms/step - loss: 11.4759 - mape: 11.4759\n","4/4 [==============================] - 0s 2ms/step - loss: 9.0919 - mape: 9.0919\n","4/4 [==============================] - 0s 2ms/step - loss: 10.5898 - mape: 10.5898\n","4/4 [==============================] - 0s 2ms/step - loss: 8.9951 - mape: 8.9951\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5265 - mape: 9.5265\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>]\n","[3. 2. 2. 1.]\n","[3. 2. 2.]\n","\n","Iteration: 97\n","alpha: [12.          4.29007435]\n","beta: [11.         6.4064517]\n","delta: [10.          6.30481339]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2747 - mape: 8.2747\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9904 - mape: 8.9904\n","4/4 [==============================] - 0s 2ms/step - loss: 10.9344 - mape: 10.9344\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3967 - mape: 9.3967\n","4/4 [==============================] - 0s 6ms/step - loss: 9.0489 - mape: 9.0489\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3070 - mape: 9.3070\n","4/4 [==============================] - 0s 2ms/step - loss: 10.2562 - mape: 10.2562\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3727 - mape: 10.3727\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fce9b33d110>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>]\n","[3. 2. 2. 1.]\n","[3. 2. 2.]\n","\n","Iteration: 98\n","alpha: [12.          4.29007435]\n","beta: [11.         6.4064517]\n","delta: [9.         7.19908476]\n","4/4 [==============================] - 0s 7ms/step - loss: 8.4291 - mape: 8.4291\n","4/4 [==============================] - 0s 4ms/step - loss: 6.0318 - mape: 6.0318\n","4/4 [==============================] - 0s 7ms/step - loss: 9.9534 - mape: 9.9534\n","4/4 [==============================] - 0s 2ms/step - loss: 11.1232 - mape: 11.1232\n","4/4 [==============================] - 0s 6ms/step - loss: 9.3208 - mape: 9.3208\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2002 - mape: 9.2002\n","4/4 [==============================] - 0s 5ms/step - loss: 9.2328 - mape: 9.2328\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9220 - mape: 9.9220\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","[3. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7fce98720c10>\n"," <GreyWolf.GreyWolf object at 0x7fcea0cb5e10>\n"," <GreyWolf.GreyWolf object at 0x7fcea239d090>\n"," <GreyWolf.GreyWolf object at 0x7fcea1e49450>\n"," <GreyWolf.GreyWolf object at 0x7fcea1f5c750>\n"," <GreyWolf.GreyWolf object at 0x7fce9b49a9d0>\n"," <GreyWolf.GreyWolf object at 0x7fcea0b6ca50>\n"," <GreyWolf.GreyWolf object at 0x7fce98883210>\n"," <GreyWolf.GreyWolf object at 0x7fce98711c90>]\n","[3. 2. 2. 1.]\n","[3. 2. 2.]\n","\n","Iteration: 99\n","alpha: [11.         6.4064517]\n","beta: [12.          4.29007435]\n","delta: [10.          6.30481339]\n","4/4 [==============================] - 0s 5ms/step - loss: 10.9835 - mape: 10.9835\n","4/4 [==============================] - 0s 6ms/step - loss: 11.4993 - mape: 11.4993\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1429 - mape: 9.1429\n","4/4 [==============================] - 0s 5ms/step - loss: 9.4164 - mape: 9.4164\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5456 - mape: 9.5456\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7512 - mape: 9.7512\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1353 - mape: 9.1353\n","4/4 [==============================] - 0s 2ms/step - loss: 10.8955 - mape: 10.8955\n"]}]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"TnGi6t4dbk-W","outputId":"1d810722-6ac3-4dc8-b522-bb9509367f8e"},"source":["for nonD in bgwo4.archive:\n","  print(nonD.cost, nonD.position)"],"id":"TnGi6t4dbk-W","execution_count":null,"outputs":[{"name":"stdout","output_type":"stream","text":["[9.         7.29336023] [1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0]\n","[9.         7.30522871] [1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0]\n","[9.         7.19908476] [1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0]\n","[10.         6.6684165] [1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0]\n","[10.          6.30481339] [1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0]\n","[11.          6.09182167] [1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0]\n","[11.          6.03181553] [1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0]\n","[11.         6.4064517] [1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0]\n","[12.          4.29007435] [1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0]\n"]}]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"erqBpjUrrwcw"},"source":["# writing exploration data to file\n","writeExplorationResults(4, iterations, bgwo4.explored)"],"id":"erqBpjUrrwcw","execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"background_save":true},"id":"bphzl5y1rLGD"},"source":[""],"id":"bphzl5y1rLGD","execution_count":null,"outputs":[]}]}